diff --git a/.gitignore b/.gitignore index 8abcebc5..5d7d37ad 100644 --- a/.gitignore +++ b/.gitignore @@ -30,6 +30,7 @@ hs_err_pid* /pop.xml.gz /test/output/ /output/ +melun_prebooking_output # IntelliJ Files diff --git a/pom.xml b/pom.xml index 9b71c8f2..8f3408d5 100644 --- a/pom.xml +++ b/pom.xml @@ -107,6 +107,21 @@ freight ${project.parent.version} + + org.matsim.contrib + dvrp + ${project.parent.version} + + + org.matsim.contrib + drt + ${project.parent.version} + + + org.matsim.contrib + drt-extensions + ${project.parent.version} + org.matsim.contrib bicycle diff --git a/src/main/java/org/matsim/codeexamples/extensions/drt/RunMelunPrebooking.java b/src/main/java/org/matsim/codeexamples/extensions/drt/RunMelunPrebooking.java new file mode 100644 index 00000000..2cdeb01c --- /dev/null +++ b/src/main/java/org/matsim/codeexamples/extensions/drt/RunMelunPrebooking.java @@ -0,0 +1,301 @@ +package org.matsim.codeexamples.extensions.drt; + +import java.io.File; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.Collections; +import java.util.List; +import java.util.Random; + +import org.apache.logging.log4j.LogManager; +import org.apache.logging.log4j.Logger; +import org.matsim.api.core.v01.Id; +import org.matsim.api.core.v01.IdSet; +import org.matsim.api.core.v01.Scenario; +import org.matsim.api.core.v01.network.Link; +import org.matsim.api.core.v01.population.Person; +import org.matsim.contrib.drt.extension.insertion.DrtInsertionModule; +import org.matsim.contrib.drt.optimizer.insertion.DrtInsertionSearchParams; +import org.matsim.contrib.drt.optimizer.insertion.extensive.ExtensiveInsertionSearchParams; +import org.matsim.contrib.drt.prebooking.PrebookingParams; +import org.matsim.contrib.drt.prebooking.logic.ProbabilityBasedPrebookingLogic; +import org.matsim.contrib.drt.routing.DrtRoute; +import org.matsim.contrib.drt.routing.DrtRouteFactory; +import org.matsim.contrib.drt.run.DrtConfigGroup; +import org.matsim.contrib.drt.run.DrtConfigGroup.OperationalScheme; +import org.matsim.contrib.drt.run.DrtConfigs; +import org.matsim.contrib.drt.run.MultiModeDrtConfigGroup; +import org.matsim.contrib.drt.run.MultiModeDrtModule; +import org.matsim.contrib.dvrp.fleet.DvrpVehicle; +import org.matsim.contrib.dvrp.fleet.FleetSpecification; +import org.matsim.contrib.dvrp.fleet.FleetSpecificationImpl; +import org.matsim.contrib.dvrp.fleet.ImmutableDvrpVehicleSpecification; +import org.matsim.contrib.dvrp.run.AbstractDvrpModeModule; +import org.matsim.contrib.dvrp.run.DvrpConfigGroup; +import org.matsim.contrib.dvrp.run.DvrpModule; +import org.matsim.contrib.dvrp.run.DvrpQSimComponents; +import org.matsim.contrib.dvrp.trafficmonitoring.QSimFreeSpeedTravelTime; +import org.matsim.core.config.CommandLine; +import org.matsim.core.config.CommandLine.ConfigurationException; +import org.matsim.core.config.Config; +import org.matsim.core.config.ConfigUtils; +import org.matsim.core.config.groups.QSimConfigGroup.StarttimeInterpretation; +import org.matsim.core.config.groups.ScoringConfigGroup.ActivityParams; +import org.matsim.core.config.groups.ScoringConfigGroup.ModeParams; +import org.matsim.core.controler.Controler; +import org.matsim.core.controler.OutputDirectoryHierarchy.OverwriteFileSetting; +import org.matsim.core.network.io.MatsimNetworkReader; +import org.matsim.core.population.io.PopulationReader; +import org.matsim.core.router.util.TravelTime; +import org.matsim.core.scenario.ScenarioUtils; + +public class RunMelunPrebooking { + private final static Logger logger = LogManager.getLogger(RunMelunPrebooking.class); + + public static class RunSettings { + String outputName = "unknown"; + + // scenario + int seed = 0; + double samplingRate = 0.1; + + // fleet + int vehicles = 20; + int capacity = 8; + + // prebooking + double prebookingShare = 0.0; + double submissionSlack = 0.0; + boolean scheduleWaitBeforeDrive = false; + + // service level + double maxWaitTime = 300.0; + double maxTravelTimeAlpha = 1.3; + + // constraints + double maximumVehicleRange = Double.POSITIVE_INFINITY; + double euclideanDistanceFactor = 1.5; + + boolean enableExclusivity = false; + } + + public static void runSingle(File populationPath, File networkPath, File outputPath, RunSettings settings) { + // configuration + Config config = ConfigUtils.createConfig(new MultiModeDrtConfigGroup(), new DvrpConfigGroup()); + + config.qsim().setSimStarttimeInterpretation(StarttimeInterpretation.onlyUseStarttime); + config.qsim().setStartTime(0.0); + config.qsim().setFlowCapFactor(1e9); + config.qsim().setStorageCapFactor(1e9); + config.qsim().setInsertingWaitingVehiclesBeforeDrivingVehicles(true); + + config.controller().setFirstIteration(0); + config.controller().setLastIteration(0); + config.controller().setOverwriteFileSetting(OverwriteFileSetting.deleteDirectoryIfExists); + + config.global().setRandomSeed(settings.seed); + + File specificOutputPath = new File(outputPath, settings.outputName); + config.controller().setOutputDirectory(specificOutputPath.toString()); + + if (new File(specificOutputPath, "output_events.xml.gz").exists()) { + logger.warn("Skipping " + settings.outputName); + return; + } + + ActivityParams activityParams = new ActivityParams("generic"); + activityParams.setScoringThisActivityAtAll(false); + config.scoring().addActivityParams(activityParams); + + ModeParams modeParams = new ModeParams("drt"); + config.scoring().addModeParams(modeParams); + + MultiModeDrtConfigGroup multiModeDrtConfig = MultiModeDrtConfigGroup.get(config); + DrtConfigGroup drtConfig = new DrtConfigGroup(); + multiModeDrtConfig.addParameterSet(drtConfig); + + drtConfig.mode = "drt"; + drtConfig.operationalScheme = OperationalScheme.door2door; + drtConfig.stopDuration = 60.0; + drtConfig.maxWaitTime = settings.maxWaitTime; + drtConfig.maxTravelTimeAlpha = settings.maxTravelTimeAlpha; + drtConfig.maxTravelTimeBeta = settings.maxWaitTime; + + DrtInsertionSearchParams insertionSearchParams = new ExtensiveInsertionSearchParams(); + drtConfig.addDrtInsertionSearchParams(insertionSearchParams); + + PrebookingParams prebookingParams = new PrebookingParams(); + drtConfig.addParameterSet(prebookingParams); + prebookingParams.scheduleWaitBeforeDrive = settings.scheduleWaitBeforeDrive; + + DrtConfigs.adjustMultiModeDrtConfig(multiModeDrtConfig, config.scoring(), config.routing()); + + // scenario + Scenario scenario = ScenarioUtils.createScenario(config); + scenario.getPopulation().getFactory().getRouteFactories().setRouteFactory(DrtRoute.class, + new DrtRouteFactory()); + + new PopulationReader(scenario).readFile(populationPath.toString()); + new MatsimNetworkReader(scenario.getNetwork()).readFile(networkPath.toString()); + + // sampling + Random random = new Random(1000 * settings.seed); + if (settings.samplingRate < 1.0) { + IdSet removeIds = new IdSet<>(Person.class); + + for (Person person : scenario.getPopulation().getPersons().values()) { + if (random.nextDouble() > settings.samplingRate) { + removeIds.add(person.getId()); + } + } + + removeIds.forEach(scenario.getPopulation()::removePerson); + } + + // controller + Controler controller = new Controler(scenario); + controller.addOverridingModule(new DvrpModule()); + controller.addOverridingModule(new MultiModeDrtModule()); + controller.configureQSimComponents(DvrpQSimComponents.activateAllModes(multiModeDrtConfig)); + + // fleet + List> linkIds = new ArrayList<>(scenario.getNetwork().getLinks().keySet()); + Collections.sort(linkIds); + + FleetSpecification fleetSpecification = new FleetSpecificationImpl(); + for (int i = 0; i < settings.vehicles; i++) { + fleetSpecification.addVehicleSpecification(ImmutableDvrpVehicleSpecification.newBuilder() // + .id(Id.create("veh" + i, DvrpVehicle.class)) // + .capacity(settings.capacity) // + .serviceBeginTime(0.0) // + .serviceEndTime(30 * 3600.0) // + .startLinkId(linkIds.get(random.nextInt(linkIds.size()))) // + .build()); + } + + controller.addOverridingModule(new AbstractDvrpModeModule("drt") { + @Override + public void install() { + bindModal(FleetSpecification.class).toInstance(fleetSpecification); + bindModal(TravelTime.class).toInstance(new QSimFreeSpeedTravelTime(config.qsim())); + } + }); + + // prebooking logic + ProbabilityBasedPrebookingLogic.install(controller, drtConfig, settings.prebookingShare, + settings.submissionSlack); + + // constraints + DrtInsertionModule insertionModule = new DrtInsertionModule(drtConfig) // + .withSingleRequestPerPerson(); + + if (Double.isFinite(settings.maximumVehicleRange)) { + insertionModule // + .withVehicleRange(settings.maximumVehicleRange) // + .withEuclideanDistanceApproximator(settings.euclideanDistanceFactor); + } + + if (settings.enableExclusivity) { + insertionModule // + .withExclusivity(request -> request.getId().toString().contains("prebooked")); + } + + controller.addOverridingQSimModule(insertionModule); + + // run + controller.run(); + } + + static public void runPrebookingExperiments(File populationPath, File networkPath, File outputPath) { + RunSettings settings = new RunSettings(); + int seeds = 10; + + for (int seed = 0; seed < seeds; seed++) { + for (boolean scheduleWaitBeforeDrive : Arrays.asList(false, true)) { + for (double share : Arrays.asList(0.0, 0.25, 0.5, 0.75, 1.0)) { + for (double submissionSlack : Arrays.asList(0.0, 600.0, 3600.0, 4.0 * 3600.0, 48.0 * 3600.0)) { + if (submissionSlack == 0.0 && share > 0.0) { + continue; + } + + settings.outputName = "main_share" + share + "_slack" + submissionSlack + "_seed" + seed + + "_wait" + scheduleWaitBeforeDrive; + settings.seed = seed; + settings.scheduleWaitBeforeDrive = scheduleWaitBeforeDrive; + settings.prebookingShare = share; + settings.submissionSlack = submissionSlack; + + runSingle(populationPath, networkPath, outputPath, settings); + } + } + } + } + } + + static public void runRangeExperiments(File populationPath, File networkPath, File outputPath) { + RunSettings settings = new RunSettings(); + int seeds = 10; + + for (int seed = 0; seed < seeds; seed++) { + for (double share : Arrays.asList(0.0, 0.25, 0.5, 0.75, 1.0)) { + for (double maximumRange : Arrays.asList(50.0, 100.0, 150.0, 200.0, 500.0)) { + settings.outputName = "range_share" + share + "_constraint" + maximumRange + "_seed" + seed; + settings.seed = seed; + settings.scheduleWaitBeforeDrive = true; + settings.prebookingShare = share; + settings.submissionSlack = 30.0 * 3600.0; + settings.maximumVehicleRange = maximumRange * 1e3; + + runSingle(populationPath, networkPath, outputPath, settings); + } + } + } + } + + static public void runExclusivityExperiments(File populationPath, File networkPath, File outputPath) { + RunSettings settings = new RunSettings(); + int seeds = 10; + + for (int seed = 0; seed < seeds; seed++) { + for (double share : Arrays.asList(0.0, 0.25, 0.5, 0.75, 1.0)) { + for (boolean enableExclusivity : Arrays.asList(false, true)) { + settings.outputName = "exclusivity_share" + share + "_exclusive" + enableExclusivity + "_seed" + + seed; + settings.seed = seed; + settings.scheduleWaitBeforeDrive = true; + settings.prebookingShare = share; + settings.submissionSlack = 30.0 * 3600.0; + settings.enableExclusivity = enableExclusivity; + + runSingle(populationPath, networkPath, outputPath, settings); + } + } + } + } + + static public void runAll(File populationPath, File networkPath, File outputPath) { + runPrebookingExperiments(populationPath, networkPath, outputPath); + runRangeExperiments(populationPath, networkPath, outputPath); + runExclusivityExperiments(populationPath, networkPath, outputPath); + } + + static public final String DEFAULT_POPULATION_PATH = RunMelunPrebooking.class + .getResource("melun/melun_drt_population.xml.gz").toString(); + + static public final String DEFAULT_NETWORK_PATH = RunMelunPrebooking.class + .getResource("melun/melun_drt_network.xml.gz").toString(); + + static public final String DEFAULT_OUTPUT_PATH = "melun_prebooking_output"; + + static public void main(String[] args) throws ConfigurationException { + CommandLine cmd = new CommandLine.Builder(args) // + .allowOptions("population-path", "network-path", "output-path") // + .build(); + + File populationPath = new File(cmd.getOption("population-path").orElse(DEFAULT_POPULATION_PATH)); + File networkPath = new File(cmd.getOption("network-path").orElse(DEFAULT_NETWORK_PATH)); + File outputPath = new File(cmd.getOption("output-path").orElse(DEFAULT_OUTPUT_PATH)); + + runAll(populationPath, networkPath, outputPath); + } +} \ No newline at end of file diff --git a/src/main/resources/org/matsim/codeexamples/extensions/drt/melun/Melun prebooking analysis.ipynb b/src/main/resources/org/matsim/codeexamples/extensions/drt/melun/Melun prebooking analysis.ipynb new file mode 100644 index 00000000..d921025b --- /dev/null +++ b/src/main/resources/org/matsim/codeexamples/extensions/drt/melun/Melun prebooking analysis.ipynb @@ -0,0 +1,975 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 16, + "id": "31d71897", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "import geopandas as gpd\n", + "import shapely.geometry as geo\n", + "from tqdm.notebook import tqdm\n", + "import glob\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "id": "d0d8151b", + "metadata": {}, + "source": [ + "## Settings" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "0056ab33", + "metadata": {}, + "outputs": [], + "source": [ + "experiments_path = \"/home/shoerl/temp/melun_drt/output\"\n", + "figures_path = \"/home/shoerl/temp/melun_drt/figures\"" + ] + }, + { + "cell_type": "markdown", + "id": "19c0f145", + "metadata": {}, + "source": [ + "## Demand" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "e39f9776", + "metadata": {}, + "outputs": [], + "source": [ + "df_demand = pd.read_csv(\n", + " \"{}/exclusivity_share0.0_exclusivefalse_seed0/ITERS/it.0/0.drt_legs_drt.csv\".format(experiments_path), \n", + " sep = \";\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "3bdbfb78", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(dpi = 300, figsize = (6, 3))\n", + "df_demand[\"hour\"] = df_demand[\"departureTime\"] // 3600\n", + "\n", + "hours = np.arange(4, 24)\n", + "counts = [np.count_nonzero(df_demand[\"hour\"] == h) for h in hours]\n", + "\n", + "plt.grid(zorder = 0)\n", + "plt.bar(hours, counts, zorder = 2)\n", + "plt.xlabel(\"Hour\")\n", + "plt.ylabel(\"Requests\")\n", + "plt.savefig(\"{}/requests_by_hour.pdf\".format(figures_path))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "160c8cc2", + "metadata": {}, + "outputs": [], + "source": [ + "# Write Geopackage for visualization in QGIS\n", + "df_geometry = gpd.GeoDataFrame(pd.DataFrame({ \"geometry\": [\n", + " geo.LineString([o, d]) for o, d in zip(\n", + " gpd.points_from_xy(df_demand[\"fromX\"], df_demand[\"fromY\"]),\n", + " gpd.points_from_xy(df_demand[\"toX\"], df_demand[\"toY\"])\n", + " )\n", + "]}), crs = \"EPSG:2154\")\n", + "\n", + "df_geometry.to_file(\"{}/trips.gpkg\".format(experiments_path))" + ] + }, + { + "cell_type": "markdown", + "id": "f1cfcf8b", + "metadata": {}, + "source": [ + "## Prebooking" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "3b1a4f59", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "6599efc94e5a474894dc86290d009869", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/771 [00:00 0.0:\n", + " df_copy = df[df[\"horizon\"] == 0.0].copy()\n", + " df_copy[\"share\"] = share\n", + " df_fill.append(df_copy)\n", + " \n", + "df = pd.concat(df_fill)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "c4736f71", + "metadata": {}, + "outputs": [], + "source": [ + "horizon_labels = [\"10 Minutes\", \"1 Hour\", \"4 Hours\", \"Morning\"]\n", + "horizons = [600.0, 3600.0, 4.0 * 3600.0, 48.0 * 3600.0]" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "54634cb5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(dpi = 300, figsize = (6, 3))\n", + "\n", + "for horizon_index, horizon in enumerate(horizons):\n", + " plt.plot([None], [None], color = \"C{}\".format(horizon_index), label = horizon_labels[horizon_index])\n", + " \n", + " for wait in (\"pre\", \"post\"):\n", + " linestyle = dict(post = \"-\", pre = \":\")[wait]\n", + " \n", + " df_plot = df[(df[\"horizon\"] == horizon) & (df[\"wait\"] == wait)].copy()\n", + " df_plot[\"share\"] *= 1e2\n", + " df_plot[\"rejection_rate\"] *= 1e2\n", + " \n", + " df_plot = df_plot.groupby(by = \"share\")[\"rejection_rate\"].aggregate((\n", + " \"mean\", \"min\", \"max\", \"std\")).reset_index()\n", + " \n", + " plt.plot(df_plot[\"share\"], df_plot[\"mean\"], \n", + " color = \"C{}\".format(horizon_index),\n", + " linestyle = linestyle)\n", + " \n", + "plt.xlabel(\"Prebooking share [%]\")\n", + "plt.ylabel(\"Rejection rate [%]\")\n", + "plt.legend(loc = \"best\", title = \"Horizon\")\n", + " \n", + "plt.grid()\n", + "plt.tight_layout()\n", + "plt.savefig(\"{}/melun_rejection_rate.pdf\".format(figures_path))" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "8492dd8d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(dpi = 300, figsize = (6, 3))\n", + "\n", + "prefix_labels = [\"Immediate\", \"Prebooked\"]\n", + "\n", + "for prefix_index, prefix in enumerate((\"immediate\", \"prebooked\")):\n", + " plt.subplot(1, 2, prefix_index + 1)\n", + " \n", + " for horizon_index, horizon in enumerate(horizons):\n", + " plt.plot([None], [None], color = \"C{}\".format(horizon_index), label = horizon_labels[horizon_index])\n", + "\n", + " for wait in (\"pre\", \"post\"):\n", + " linestyle = dict(post = \"-\", pre = \":\")[wait]\n", + "\n", + " df_plot = df[(df[\"horizon\"] == horizon) & (df[\"wait\"] == wait)].copy()\n", + " df_plot[\"share\"] *= 1e2\n", + " df_plot[\"{}_rejection_rate\".format(prefix)] *= 1e2\n", + "\n", + " df_plot = df_plot.groupby(by = \"share\")[\"{}_rejection_rate\".format(prefix)].aggregate((\n", + " \"mean\", \"min\", \"max\", \"std\")).reset_index()\n", + "\n", + " plt.plot(df_plot[\"share\"], df_plot[\"mean\"], \n", + " color = \"C{}\".format(horizon_index),\n", + " linestyle = linestyle)\n", + "\n", + " plt.xlabel(\"Prebooking share [%]\")\n", + " plt.ylabel(\"Rejection rate [%]\")\n", + " plt.legend(loc = \"best\", title = \"Horizon\")\n", + " plt.title(prefix_labels[prefix_index], fontsize = 10)\n", + " plt.grid()\n", + " \n", + "plt.tight_layout()\n", + "plt.savefig(\"{}/melun_rejection_rate_by_type.pdf\".format(figures_path))" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "aeb4033c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(dpi = 300, figsize = (6, 3))\n", + "\n", + "plt.subplot(1, 3, 1)\n", + "for horizon_index, horizon in enumerate(horizons):\n", + " plt.plot([None], [None], color = \"C{}\".format(horizon_index), label = horizon_labels[horizon_index])\n", + " \n", + " for wait in (\"pre\", \"post\"):\n", + " linestyle = dict(post = \"-\", pre = \":\")[wait]\n", + " \n", + " df_plot = df[(df[\"horizon\"] == horizon) & (df[\"wait\"] == wait)].copy()\n", + " df_plot[\"share\"] *= 1e2\n", + " df_plot[\"mean_wait_time\"] /= 60\n", + " \n", + " df_plot = df_plot.groupby(by = \"share\")[\"mean_wait_time\"].aggregate((\n", + " \"mean\", \"min\", \"max\", \"std\")).reset_index()\n", + " \n", + " plt.plot(df_plot[\"share\"], df_plot[\"mean\"], \n", + " color = \"C{}\".format(horizon_index),\n", + " linestyle = linestyle)\n", + " \n", + " #std_factor = 1.0\n", + " #plt.fill_between(df_plot[\"share\"], \n", + " # df_plot[\"mean\"] - df_plot[\"std\"] * std_factor, df_plot[\"mean\"] + df_plot[\"std\"] * std_factor, \n", + " # color = \"C{}\".format(horizon_index), alpha = 0.1, linewidth = 0)\n", + "\n", + "plt.xlabel(\"Prebooking share [%]\")\n", + "plt.ylabel(\"Mean wait time [min]\")\n", + "#plt.legend(loc = \"best\", title = \"Horizon\")\n", + "plt.grid()\n", + "\n", + "plt.subplot(1, 3, 2)\n", + "for horizon_index, horizon in enumerate(horizons):\n", + " plt.plot([None], [None], color = \"C{}\".format(horizon_index), label = horizon_labels[horizon_index])\n", + " \n", + " for wait in (\"pre\", \"post\"):\n", + " linestyle = dict(post = \"-\", pre = \":\")[wait]\n", + " \n", + " df_plot = df[(df[\"horizon\"] == horizon) & (df[\"wait\"] == wait)].copy()\n", + " df_plot[\"share\"] *= 1e2\n", + " df_plot[\"absolute_detour\"] /= 60\n", + " \n", + " df_plot = df_plot.groupby(by = \"share\")[\"absolute_detour\"].aggregate((\n", + " \"mean\", \"min\", \"max\", \"std\")).reset_index()\n", + " \n", + " plt.plot(df_plot[\"share\"], df_plot[\"mean\"], \n", + " color = \"C{}\".format(horizon_index),\n", + " linestyle = linestyle)\n", + " \n", + " #std_factor = 1.0\n", + " #plt.fill_between(df_plot[\"share\"], \n", + " # df_plot[\"mean\"] - df_plot[\"std\"] * std_factor, df_plot[\"mean\"] + df_plot[\"std\"] * std_factor, \n", + " # color = \"C{}\".format(horizon_index), alpha = 0.1, linewidth = 0)\n", + "\n", + "plt.xlabel(\"Prebooking share [%]\")\n", + "plt.ylabel(\"Absolute detour [min]\")\n", + "#plt.legend(loc = \"best\", title = \"Horizon\")\n", + " \n", + "plt.grid()\n", + "\n", + "plt.subplot(1, 3, 3)\n", + "for horizon_index, horizon in enumerate(horizons):\n", + " plt.plot([None], [None], color = \"C{}\".format(horizon_index), label = horizon_labels[horizon_index])\n", + " \n", + " for wait in (\"pre\", \"post\"):\n", + " linestyle = dict(post = \"-\", pre = \":\")[wait]\n", + " \n", + " df_plot = df[(df[\"horizon\"] == horizon) & (df[\"wait\"] == wait)].copy()\n", + " df_plot[\"share\"] *= 1e2\n", + " df_plot[\"relative_detour\"] *= 1e2\n", + " \n", + " df_plot = df_plot.groupby(by = \"share\")[\"relative_detour\"].aggregate((\n", + " \"mean\", \"min\", \"max\", \"std\")).reset_index()\n", + " \n", + " plt.plot(df_plot[\"share\"], df_plot[\"mean\"], \n", + " color = \"C{}\".format(horizon_index),\n", + " linestyle = linestyle)\n", + " \n", + "plt.xlabel(\"Prebooking share [%]\")\n", + "plt.ylabel(\"Relative detour [%]\")\n", + "plt.legend(loc = \"best\", title = \"Horizon\")\n", + " \n", + "plt.grid()\n", + "\n", + "plt.tight_layout()\n", + "plt.savefig(\"{}/melun_operational.pdf\".format(figures_path))" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "955a0a10", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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YtqVSKR544IEG67jqM12tjEYjKioqrPbJZDJERUVBKpVaytS+0S2VSq/bG9/UPEQiEc8palY8p6zJZDJ4enoiKCgIGRkZ0Ol0lvcqKirq/VwnIqLrQ1u9PiQiIiIiosbjFJcu8s033yAvL69Rdb744gvMnz/fat8jjzyCqKgou3Xi4uIwefJky7ZOp8MjjzwCjUZjt86vv/5qNapNJpNh7ty5Dvs3b948uLm5WbaXL1+O9evX2y2v0WgwZcoUq5uM//73vxEbG9tgO678TFejumvOiUQiREREWMI5IiK6ekmlUkREREAkElntt7XeKBERXT2uxetDIiIiIiJqHAZ0LvLVV18hJiYGkydPxh9//NHgjbXDhw9j/PjxeOyxxyAIgmV/+/bt8cYbbzhsa/78+fDz87Ns7927F7fccguSkpKsymm1Wnz00Ue49957rfa/8MILDV7kXdahQwc8++yzVvsmTJiA//3vf1YhHACcPXsWN998M/bu3WvZFxAQ4PSFnqs+09Wo7ug5Dw8PyGSyVuoNERE1N5lMBg8PD6t9tacDJSKiq8+1eH1IRERERESNwyE2LlRVVYWVK1di5cqVEIvFiIuLQ3R0NHx8fCCRSFBUVITjx4/bfJLS398fGzduRGhoqMN2wsPD8fPPP+PWW2+1BGV79uxB165d0adPH3To0AFlZWU4evQoCgoKrOqOHj0aCxcudPozvfXWWzh9+jT+/PNPAIBer8fTTz+NhQsXonfv3vDy8kJqaiqOHj1qdTEpk8nwyy+/ICwszKl2XPmZrjZ1L+a9vLxaqSdERNRSlEql1c97BnREraOiJANVe3+F322Pt3ZX6BpwLV4fEhERERGR8xjQtRKTyYRz587h3LlzDsvefPPNWL58OcLDw50+/vDhw/HLL7/gkUcesVxkCYKAw4cP4/Dhwzbr3H///fjiiy8ataaNRCLB2rVrMXXqVKxZs8ayPz8/Hxs3brRZJzg4GCtWrMDQoUOdbgdw3We6mgiCYFlP4jJ3d/dW6g0REbWUuiPojEYjBEGoN/UlEbWcC0l7EfHpZwguNeFA1RLoR9zc2l2ia8i1cn1IREREVy/BYIAuPR2Vx44hYNt2QDBBHxQEfUQEhB49IOJyOkTNjv+qXOTZZ59F+/btsWfPHmRkZDgs7+npiVGjRmHGjBm4+eamXfzfcccdOHXqFObOnYs1a9agpKTEZrmBAwdi1qxZuOeee5rUjlKpxOrVqzFhwgS899572L9/v81y/v7+mDhxIubPn4+goKAmteWqz3S1MJlM9fbxApqI6Npj62e7yWTiz3wiF/nn4O+omvESgivMM0IMOFSMrfMfxb3/XcegnJrkWr4+JCIiorbPqFJBe+4cNGeToD2XZP4zORmCVgsACKhVNn/tDyiQyyHv3BmKbl2h6Gp+yePiIOYyO0RXhAGdi4wbNw7jxo0DAJSWluL06dPIyspCXl4eKisrYTKZ4OvrCz8/P8THx6NHjx7NctMtODgYS5cuxZIlSywXf7m5ufD09ET79u3Rq1cvxMTEXHE7gHn9uQkTJiAtLQ1Hjx5FTk4O1Go1QkNDERUVhcGDBzfL2miu/ExtXe1pQy/jTSIiomuPrZ/ttv4PIKLmt3fbt5C88B/4VVrv777xPH71noyxC1a2TsfoqnY9XB8SERFR6xMEAYacHGiSkqBJSoI2KQmapHPQZ2U17jhaLTQnTkBz4kTNTjc3yOM6wr1bt5rQrnNniBWKZv4URNcuBnStwNfXF4MHD3ZpmzKZDCNGjHBJWzExMS65qHPlZyIiIiKi68+W3/4Hvzkfw0Nr+/3Oaw9ha/vXcfPjC1zbMbqmXOvXh0REROQaJp0O2uRkaJPO1YRx587BVF7eMg3q9dCeOQvtmbM1+yQSyDt0gOJyaNetKxRdukDs6dkyfSC6yjGgIyIiIiIiqmP99wsRsWgVFHr7ZS6Fe6DP2Gmu6xQREREREQBDcbE5gDubBM25JGjPJkGblgYYDK3bMaPRHBImJ6Ns3TrzPpEIsujomtCua1cousZD4u3dql0lagsY0BEREREREVUTBAFrv5yF+A82wM1ov1xOOxNuvFsBDx/eWCAiIiKiliEYjdBlZFiHcUnnYMjPb+2uOU8QoEtLgy4tDeW//27Z7RYRYR3adesKqZ9fK3aUyPUY0BEREREREQEwCSZ8899p6PPFXkgaWOYxJ9KIof3zISvOBc6sB3o/7LpOEhEREdE1yahSQ3v+PDRJZ2umqTx/HoJG49p+iIDsQMAgBiILAKmpZdrRZ2VBn5WFio0bLfuk7cJqjbIzv9yCg1umA0RtAAM6IiIiIiK67umNeqz8z4MYuOokxA2Uu9TBgMQ++ZBKAIz6D8M5IiIiImoUQRBgyM2F5mwStOdqRsbpMzJd3he1HMgIBtJDRMgIFiE9RISLgYBeKgIASIwCIgqAmDwBHXIFxOQKiM4HZC00k6Yh5xJUOZeg2rLVsk8SFAj3rt3M69lVh3bSsDCIRKKW6QSRCzGgIyIiIiKi61qlvhIrXxuPxPUZDZbL76TH8J4FEIlFqBr1NtwHPeaiHhIRERHR1UjQ6aC9cAGapHPQJp2FpnpknKmszOV9yfMF0oMvB3FARrAIBT4AGgi6jBIR0kOB9FARtt1g3ic2CWhfBMTk1oR2MXlocO3mK2EsKIRqxw6oduyw7JP4+VlNjano2hVuEREM7eiqw4COiIiIiIiuW6WaUqyZNRaJW/IaLFfUVYth3YtgEktxOHo6uiTcB3cX9ZGIiIiI2j5DSQm0586ZR8YlJZmnqExNBfQtlFzZoZMAmUFARojIHMiFiJARBFQpnA+vZJDBXeSOMqF+kGgSi5AVBGQFibCzu3mfyCQgtATocDm0yzMHeJ7a5vpU1owlJVDv2QP1nj2WfWIvL+vpMbt1hSw6GiJxQ/NjELUuBnRERERERHRdyq24hN+fHY9he0sbLFfeowqD40tglMhwMOY5FHgnoItrukhEREREbYxgMkGfmQnN5RDubBI0587BkJvr8r6UelaPigsx/5keIsIlf3OI5iyJSII4vzh0D+yO7oHdEeMeg7TDaRCLxNAIGkTcEIFsfTaSS5KRUpqC5JJklGpLrY4hiEW4FABcChBhT7fLOwUEl9aeHtMc4HlXNdvHt2KqqEDlgQOoPHDAsk/s4QF5fLxVcCeP7QCRlLEItQ08E4mI6Kqxfft2jBgxwrI9d+5czJs3r/U6REREV630klRsm/EvDD6qbrCcprcaAzqVQZD7YG/UMyjxjHNRD4mIiIiotZkqK6E9f946jEtOhlBZ6dp+iIDsAFjWicsINgdyZcrGT+nYzrMdugd1twRy8QHxcJfWzA1RXl6ODJF56neFSIGEgAQM8h5keV8QBBRWFSK5NNkqtLtQegEao6amIZEI+X5Avp8IB7pYKiOgovb0mOYAz1/VpG+LQ6bKSlQdOYKqI0dquiWXQ96lsyWwc+/WDfKOHSGSyVqmE0QNYEBHRNSGREdHIyOjZv2bbdu2Yfjw4a1+LCIiomvJ2dwTOPzkJAw80/CcO4XdtBjaqQxQhkA97huUnHL9U9FERERE1PIEQYAhPx+as2ehrV4nTpuUBF1GBiAILu1LpQzmAC5EZAnksgIBvVvjwzgvNy8kBCYgITABPYJ6ICEwAYHugVfUP5FIhCCPIAR5BGFQu5rgzmgyIltlHml3vvQ8UkpSkFyajIzyDJgE0+XKKPIGirxFONyp5pi+KqE6tDMHdjG5AoLKr6ibdglaLTTHT0Bz/ETNTjc3KOLiLOvZKbp1g7xTJ4gVipbpBFE1BnRERERERHTdOJSxB6kznkDfFEOD5UwA2vtVAT7hwKT1MLkFAWBAR0RERHS1E/R6aFNTzevEnU2C5px5ZJyxtNTlfcn3qR4VVyuQK/AFBFHjwzipWIrOfp0tYVz3wO6I8o6CWOSaNdgkYgkivSMR6R2Jm6NutuzXGrVIK0tDckmyZdRdckky8ipr1oAuVYpwrKMIxzrWHM+r0hzUxeSherSdgNDSFuq8Xg/NmTPQnDlT6wNJII+NrZkeM6EbFJ07Q+zp2UKdoOsRAzoiIiIiIroubDv7B0qefQk9Mk0Oy8oGlKNDrBSYshHwjQDKW+gRXiIiIiJqMcayMmiSzkGbdBaa6pFxupQUCHq9S/uhlwBZQZfDOPOouMwgQO3e+CDusgivCMs0ld2DuqOLfxfIJfJm7HXzkEvk6OLfBV38rVdxLteVI6UkBSmlKThfct4S4FXoKgAAFR4inOggwokONXU8NEL1CDtUh3cC2hUBLRJBGo3Qnj8P7fnzKFu3zrxPJIIsJqYmtOvWDYr4LpB4e7dED+g6wICOiIiIiIiueeuPfgfRC/9B/CXHUxSJeqoQ19UNePIg4BXsgt4RERER0ZUQTCboL16E5mwStOdqRsYZci65vC9lHpfXiqtZMy7HHzBKmh7G+ch9asK4wO5ICEyAn8KvGXvtet4yb/QO6Y3eIb0t+wRBQH5lvmVdu8sj7lLLUqE1alGpEOF0lAino2qOI9cJiL48yq56eszwQkDSEjOTCgJ0qanQpaai/PffLbvdIiNrhXbmP6V+V/ffD7kGAzoiIrpqDB8+HIKL534nIqKr36rdHyPglf8hssB+GYMYkJoAoWsluvRyA54+DHj4u66TREREROQUU1UVtMnJlnXizCPkkmCqrHRtPwDkBNSEcBnB5q9LlACaMEXlZTKxDF0CulgFchFeERBdwTGvFiKRCCGeIQjxDMHg9oMt+40mIzIrMmuCu5JkpJSmILMiE1qZCecigHMRNd8fN72AqHzzenaXg7vIfPPv+y1Bn5kJfWYmKjZutOyTtguzhHbu3bqZQ7ugoJbpAF21GNAREREREdE1SRAEfLbpDXSavwphJfbLaRQCoocUoqhKhtguSoiePgwoOE0NERERUWsSBAGGgoJaIZx5mkpdejpgaqGkxY4qGZARBGSE1ExRmRUE6NyuPDSL9o62TFPZI7AHOvl1gpvErRl63XQiwQCxyQCjuG1MmSkRSxDjE4MYnxiMjBpp2a8xaJBalmoV2iWXJCMf+UhpD6S0r/n7kRoERBRWT41ZHdpF5wOyhpembjJDziWoci5BtWVrTR+Cgmqmxrw80i409LoIX8k2BnRERERERHTNMZqM+OCXF9H/rT8RWGG/XJWHgC6JBfDwMcCv62hg7MeAjAu/ExEREbmSoNdDm5YG7blz5mkqk5KgSUqCsbjY5X0p9AbSg80j4tKrA7l8P0BohhDFX+FvtW5ct4Bu8JH7NEOvr4DJBBSeAy4eBi4egmfmQdxVmAQRBBjEcogywgG/CMC7PeDdrvrVvuZPd78rGjF4JRRSBboGdEXXgK5W+8u0ZZYpMlNKUixTZaaFqpAWWtNXidG8hl3t6TFj8gBFCy1RaCgogGrHDqh27Kjpg59fTWhXPUWmW3g4Q7vrBAM6IiKyyWAw4MCBA7hw4QIKCgpgNBoRFBSE6OhoDBgwoNnb0+v12Lt3LzIzM5GbmwuTyYRu3bph9OjRzd5WS6ioqMCePXuQnZ2NgoICyOVyBAcHIz4+Hr169Wr2X6wqKiqwa9cuZGVlobi4GH5+foiNjcWQIUPg7u7erG0REV1ttEYt3l71JG757174NjDTUZWXCd2GFUDuZQT6Pw7c9hYgbpEl5omIiIiomrG83BLEac4lQXs2CdqUFAg6nUv7YRADWUHVU1QGi5ARYg7m1O7Nc/2ukJjDo4TABHQPMody7TzbtX7woso3h3HZh6v/PAroap5ok1T/KQiA1KQFSi6YX/ZIFXVCuzoBnnd7wCPApb9n+8h90De0L/qG9rXsEwQBeZV5OF9y3mqqzFS3VGQF63E5MhOZBISVmEfadagO7GJyBXhqW6avxpISqPfsgXrPHss+sbc3FPHxNaFd166QRUdBxGuVaw4DOiIispKRkYEFCxbgp59+QllZmc0yHh4eGDVqFGbPno3OnTs7ddx58+Zh/vz5lu1t27Zh+PDhKC4uxv/93/9h9erVKK7zZNwNN9xgFdBt374dI0aMsGzPnTsX8+bNq9fW8uXLMWXKFKf61ZBly5bhkUceabDM3r17sWDBAvz999/Q620/YhUcHIyHH34Yr7zyCgICApxqe/jw4dhR64mqy2vvZWdn49VXX8WPP/6IShvz6ysUCjz++OOYO3cu/LggMRFdh9R6Nd76+lHcvfQElBr75ap8jeg+rABuHiYgcTYwfHarPflLREREdC0SBAH67Gxozp6FNumcZc04fXa2y/tS7n55rbiaNeOyAwCjpHl+/xNBhA4+HSxBXPfA7ujo1xFu4tadqhJ6DZB7wjI6DtmHgdJM+8WrxMg97IOqAjmMOjHEbiZI3EwQywRI5CZEDi+q/yuzQQMUp5pf1QQTIKqdJUlkgFdYAyFeO0AZDIglaCkikQihnqEI9QzFsPBhNd03GZBZnonzpefNo+1KkpHik4K9AVnY0818L0YkCAguhWVqzA6XzOvbeVe1TF9N5eWoPHAAlQcO1PTfw6M6tOtqCe3kHTpAJGXEczXj3x4REVl88skneP7556HVNvxYUGVlJdatW4fffvsNs2bNwn/+858mtbdnzx5MnDgR2a3wy/mV0uv1eOKJJ/D11187LJufn4/33nsPX375Jb755hvcddddTWpzw4YNmDRpEoqKiuyW0Wg0WLJkCTZt2oTNmzcjIiKiSW0REV2NijXFeHvpw5j4dWqD09JoAozoMbQAUoXJPGpu4HTXdZKIiIjoGmTSaKBNToH2XFLNyLikczCpVK7tB4Bcv9prxZkDuWIvNOvDWEHuQZZpKrsHmqeqVMqUzXb8JhEEc0iWfcQcxl08DOSeBEzOz9cokZmgzpNDMJjTNZNeDJNeDFSa123+KsgfniYTlCYBo1VqRBlsL+CWuT0AVYUyiGUmSGQmSNwEiGUV8I05Cu/IvbYbF0urQ7y6AV7tEC8UkDRvpCEVS9HBtwM6+HYAomv2V+ora9a3q54iM6VdCvZXFZoLCAICyoEO1VNjdsg1T5Xpq27W7lkIlZWoOnIEVUeO1OyUySDv0hkeCQk1oV3HjhDJZC3TCWp2DOiIiAgAMH/+fJuj0bp164a4uDhIpVKkpqbi2LFjltFcRqMRixcvRmFhIb788stGtZeamooXX3zRMmrO09MT/fr1Q2hoKFQqFZKTk6/4M7UUvV6PO++8E3/99ZfVfqlUin79+iEiIgJVVVU4c+YMLlyomQairKwM48aNw9dff41JkyY1qs09e/Zg/PjxlvA0JCQEvXv3hp+fH0pLS3HgwAGr4C4pKQkTJ07E7t27IeYUCER0HbikuoT/fvggHvzuEmRG++V0wQb0GFIAiVwEjFkK9HzAdZ0kIiIiugYYCgvN68SdS4Im6Rw0SWehS0sHjA38EtYCtG4iZAQJSA8RWUbFZQYBWlnzzorgLnVHt4Bu6B7UHT0CeyAhMAGhnqHN2kaTVJVUh3FHaqarrLqyNfvEEsAzRAtVdv2lM0oVIvziVRNC9tZo7AZ0Rp0YgkkEo0YCo6ZmVNymWDecD/KE0mRChMGAR8tqLRZtMgBlWUBZFqqK3JC5IwASN3PAJ5YJ5qBPJiA00R0iv3bWU2jWDvG8wgDplQdUHm4eSAhMQEJggtX+Ek0JUkpTcL7kvDm0K03BH6UpUOvNyZyvyjqwi8kTEFh+xd2xTaeD9sRJaE+ctOwSpBJIOnaAV/eecK8ebSfv1AlihaKFOkFXggEdERFhw4YN9cK5ESNG4KOPPkK3bt2s9mdkZGDmzJn45ZdfLPu++uor9O/fH4899pjTbT733HOoqKiAn58fFi1ahClTpkAul1uVSUtLa/yHATBhwgQMHz68UXUOHDiAhx56CIZav1y2a9fOZtnXXnvNKpwTiUSYPn065s2bh6CgIKuye/bswfTp03HypPmXJaPRiMcffxw9e/ZEjx49nO7f2LFjodVq0aNHD7z33nu45ZZbrN43GAz43//+h1mzZsFYfVG0b98+fPfdd3j44YedboeI6GqUWpqKT997CA//VAKpyX45fage3QcXQqxwAyYsA+KvjnVOiYiIiFqDYDBAl54OTdI5aJPOVodxSTAWFrq8L2U+UlwIMiI92LxOXEawCLl+gCBu3jBOLBKjo29HdA/sjh5B5jAu1icWkhacetEpRj2Qd7omiLt4GChy/GCzIAC6Cikq82Tw7VgJiIBzMjdE6Q1wr374ui6vdrYDOlWdfEdpsl0fAEw6238vp7zc8LfSfO+nq1ZrHdDVYtSJYap+6WuNSDOKBLw62gilPgOehem4L7UCPbU21i70DMalg0pU5QJipTskXl6Q+PhC7B8IzyFD4XXbWMCtaYGVn8IP/UL7oV9oP8s+QRCQo84xT5FZPdruRGkyfi1Lg8FkgFelUD09ZnVolysgtLRJzTskMhhhSkpGWVIyyn6o7p9YBFN0OJQJ3eHdvZd5mszOnSH29GyZTpDTGNAREbVhubm5SE9Pb1Jdg52nmOrSarWYOnWq1b57770X33//PSSS+r+ARkVF4YcffsD06dPxxRdfWPbPnDkT48aNqxdQ2VNRUQF/f3/s2LEDCQkJNsvExMQ4day6lEollErnp5Y4e/YsZsyYYfU9W7hwIUaNGlWv7PHjx/Huu+9a7VuyZAmefvppm8cePHgw9u7di5EjR2L//v0AzNNQTp06FQcPHnS6j4WFhRgxYgR+++03eNr4BUoqleK5554DYP67uOzzzz9nQEdE17STBSex6u1HMfk3FRyNF86RStDZzQPyB1cBHYa7ontEREREVwWjSgXtuXM1I+POJkGbnAzBwRIYzc0kEaEwxB3JATqkBJuQEWyeorLCAwCaPyQL9Qw1h3HVI+O6BnSFh5tHs7fTKIIAlGfXWjfuCJDzD2BwbsEzkxGozJdDlSOHKkcBvdocASzvrMDv7RXIl0qxJK8AN1XWOZ5YCoR0gyymC3BoV73jViqsQzelYP/JOKPe9m/m6lqZWEMBn9FOwKdWiHDYo+YgN6krbR9AnQ9dnhHaAjlQoAFQAsC89t6PuVux+9LrUEKKUIkCb7jH2VwXT1cBZL88pzrc84ag9ISbjy+kPj7we+ABiD1qzhORSIT2yvZor2yPxIhEy369SY+MsgxLaJdcmoy1JcnIVmXDs0pAdL55pF1MdWgXVgyH1zRNITIJkKRmoSo1C1XrNwAABBGgCw+CLL4L/G/oB6+EG6DoGg+Jl1cL9IDsYUBHRNSG3X///S3exqpVq3Dp0iXLdlRUFJYtW2YznKvtzTffxP79+y0jwyorK7F06VK8/vrrTrf9wQcf2A3nXCUrKwujRo2ymh7y6aefxpw5c2yWf//99y1TfALAPffcYzecu0ypVGLNmjXo2rUr1Grzo1+HDh3Czp07MWzYsAbrXubr64vVq1fbDOdqe+qpp7B48WLk5uYCAPbv34+qqiq4u9d/+o2I6Gq3L2cfNrw5HZP+cu7GUftcEYToiQzniIiI6LolCAIMOTnQJCVBk5QEbZJ5mkp9VpbL+6L3lCO/nQeSArVI8tcgPUSE7ADAIL08Iqp5owqlmxLdArtZwrjugd0R5OHcQ8YtSqsCco5Zj45T5TbpUCaDCMm/hpjXjasjP9cD+VHm/Ts93HGTWyDQvg8Q3hcI7weE3QC4ucNQXg7NyvFQZGdb1VfXHUE3bTug05rDxPIcy59CaTZM+kyb/bMO6OwHfLb6DwCV1hMvQWlnFCBgHoVnS46HBKflbgCAcH0lcH6j7fpFbtCcsH1+TJYug9TLG55yH0xOeBSjous/4A0A5ctWQn7sGG7w9kEPLw8YPKIg9+0NWZdOuNjByzJF5oGSZHxbmozKsiJE5ZtH2V2eHjO8EBDb/5hNJhIAeVYBkFWAks27UFK9vzLEG0LnDvBO6ImQ3jfCs1t3SP38mr8DBIABHRHRdW/FihVW26+++qrDEAgAJBIJXnvtNdx3332WfcuXL3c6oIuIiMCDDz7YuM42s6KiIowaNQoXL1607Lv//vuxZMkSm+W1Wi3WrFljtW/RokVOtRUZGYnp06dbjb5bvny50wHd448/juDgYIflpFIpbrvtNixfvhyAeSTlyZMn0b9/f6faISK6WmxO24QDi2bhgV3OjRg3igXE3OkOxcS5LdwzIiIiorbBpNNBm5wMbfXUlNqkJGjOnYOpvKUWxLJPG+qHvPYeSPLX4JhPKdKDgSJvAyC6PMVh84ZxUpEUcX5xlmkqewT2QLRPNMSiVl6j3WQCCs9Zj47LPwM0MBqtMcRSAXJvA6qK6q/B1jtFwO8DzF/vCIyEaeI2u9+Pwttug6RSjXxRCfaW/gWlBsitk9Eo/TsCUncAfa32m8rKgHcH2jyuutYoPKWbJyCpAIz1H7azF67Vn2azoZDP3ii8mq+9GhzFZ7sPJhGQgTJAVQ6oLqJ83ROANLDOCLx2gE84qvbvhGqX9exJlQD+6i3Gmrt84SXzgo/cB2tGm+81FVUVIbk02TJV5oGcsxi26gwEoxEKHeCpBfxUgH8FIGmB0A4APPLKgbx/YNz5D3KwHACgCnCHNjYciq7xCOl1I0J7DYKbE/eoyDEGdERE1zG9Xm81zaJUKrUK3By55ZZbEBgYiMLq+efT0tKQk5Njd+222u6++26Ixa33i7FarcYdd9yBpKQky75bb70VK1asgEhk+5e4Q4cOQVtreo9+/fqhU6dOTrc5adIkq4Bu9+7dTte98847nS4bHx9vtZ2fn+90XSKiq8EP59Yi/T/zMeGgczcyBJGAyFvdoZy7FXD3bdnOEREREbUCiUoF+aVLqMjORkV6OrRnk6BNSwOcXP6i2cjl0EaHILedAmf9NTiozEdKgB4aeQWAy2Fc864bBwDtle0tI+N6BPVAF/8uUEibtsZYs1Llm8O4y6Pjso8COtvrrjUXZTutzYCuy0UBHhoBlQoRCrXFOFt0Ft0Cu9k8RmWnOACA1lSKuPBY6MV6uOvUCNRXQK1XQ61XQyGx/f0Vu7sjatV3MJaVwVRRgTWHvkJObgo8NQKKas2eqOxxPzB1NlBZXD36LtsyCs+UsxtA/VGd6rrTbDYQ0NkL2GoHdJ5NCfjkAGrdN1Lqq4DSc+bgtW4fzgUAkNfbX6EQUK4rR7muHCptGaAuBDwCEOBufg0MMwecuvR0XJhzu81+LLpXjABVzfSYUfmAzGj341wRZVEVlEXJwMFkqJavRwqACh83VEQHQdylI3y790ZUvxHwi4yze0+NbGNAR0TUhm3btg3Dhw9vUt3o6GhkZGQ0WOb06dOoqqqZc7xbt27w9vZ2ug2JRII+ffpg06ZNln2HDh3CmDFjHNbt1auX0+00N71ej/Hjx1uFkwMGDMBPP/0ENzc3u/UOHz5stT1o0KBGtZuQkABvb2+UVz+tmJycjLKyMvj4+Dis27VrV6fb8asz9UBZWVmj+klE1FYJgoCvjn8BzZsfYPTxhh8ZNXWugirTHd5VQNgIBbz/sxXw8HdRT4mIiIhanrGiAmWffIKYX9bBrfq6z5Vj48RBgdDEhCI3TIEzAVXY53EJSZ5lEMQ5dUo27w17b5k3ugd2t4RxCYEJ8Fe0gd/z9Bog90St0XGHgVLbUz06QxAAXYUEqhwFVJcUaH9jCfKVIuxwd0c/jRYd9XpzQc9g8zSV7fsA4f2grPBEwcT6a9FLTcANaQL2xZv/PrZf3G43oLvMV+yLcZ3HNepekUgmg0fv3pbt+N5+cC9Ph0qvwlidCiq9CiqdCl0DupqDLs8A8yush6WOT1QKFOOSYSwrR0F+On46ugKeGiAnoE5AF34jUJFvDvZ0qprvncn+NJnOTrPpTMDX5GPIawV8laXAO7GARF5vFJ6xwP7yM+ciRKiqPk6/0H5QihQoP38WyrR8y/SY0XmAQm/3EFfEq0wPr+M5wPEcYM1O5OEDpHiKURTpA0PHSHh0S0BY70GIib+xZTpwjWBAR0R0Has7sqoxo8Eui4uLswronB2t5cx0jS3BZDJh0qRJ2Lx5s2VffHw8/vjjD4dTe17p90skEqFTp05WQV9+fr5TAV3d0K0hdUNGvb6FfhsjInIhk2DCe/vfht/bK3Hz2YbDucBeZQjqrEZ2Hy8oLkng984WhnNERER0zRAEAeV/bEDe4rdgLCiE/cdMm4lEAlmHGGiiQ5HTTo6z/lXY45GNM6ZsAKV1CjdvGOcmdkMX/y5WgVykV2Trj9IRBKA41Xp0XO5JwHRl19+CAKjz5FDlyKHKUUCvqrl9v0gbjB/izSPjpnnG4ZkuDwLt+wK+kVYjuuSCAGloKAy5NevYmQAktwd01YeTiqQo0ZTAFYaGD8VQDG1UHXnHjpB37AgAkOoq0Cv7Bqj0KnjrVAjX14R8XgNfq55mE4CmvGYtvJKLCFPsgrG4AKayEuxWFSNfZ4KnBijyqhWONWENu8YEdCad42k2LfWNWqAkzfy63IdLcgAB9fsmAqpqDZK8TR6Gf3UcBwxsB5XMEynlaUguTcafRefQ683fEX3eNQ9ue6lN8DpbApwtAX47DuA7nFIAJf4yiBUy5HcMgzq+KzLLYhCv7AaJ2H4Aeb1gQEdEdB0rKbH+ZcyZoKiuunWKi4udqufl5eW4UAt45plnsHr1ast2REQENm/ejICA+r/w1NWa36/WnA6UiKi16U16LNjxf+j83nr0SbF/ES2IBIT1K4Vfhyqgw3C0n/gdIJUDkha/bUVERETkErr0dOQuWAD13n0tcnyxlxfknTtDH9se2aEynPGvxD75RZyuOA+9Kb2mYPMsmVZPlHdUTRgX2AOd/TtDJqk/XaPLVZWY14u7eKRm7bgq567nGyv3sI9VMHdZ+3QJ0NP89U6ZGM8k3GOzvkgkgjIxEeV//gnlkME4ESfDQvwOiZ8fhrYfivsihmFwu8Hwktm4L1OaCXFeWv399hRdAI6uAMRu5t+5xVLznxI5MPAJ545RcN487aflGG6ARAoofAF38zptt8Xc5vg4Cm/zK7gLRAB8+022vNW9JAUXVRehqizCv1U5qFBdgrqyEJ2D3IAoWU2wV54DVBYBADyCtQjqXg6jToxKgxg7pJ7mUXx1nvtTNrSOnROj+DwbWH+wwXX0aoWyXoe+Brb/z9wfkQQ9vULRs3oUXobJDZU2jnGgE3DJX4SYXKBDrgAvjd1uXBGlBlDm6ADo0DE1GdicjKqlv2JdN3/c8/2elmn0KsKAjojoOibUeVKoOZ5Aa/Wn2Bowf/58fPzxx5btgIAAbN68GeHh4U7Vv96+X0REbYHGoMErm2bixg93oHuG/Ytfk1hA+MAS+ERqgPi7gHu+ModzRERERNcAk1aLos+/QNHnn0NopllS3MLDoYjvAlNsFHLCZDjtp8YhpONk0SmU6/4xF9JUv1qAn9wP3YNqwriEwAT4yBv/IGyzM+qBvNM1I+MuHgaKklu+XYUvRO37QNkPKNl2tt7bN6QKkBgFGCUinCs5h0uqSwhThtk8VPDzMxE65zWI3NwgryrExxUT0SOwR/0RSwYtkLEXSNkCJP8FFJ6De3AC0P4l5/pcnAbsWVJ/v0TmfEC36RVz+3UNegYYtdC5Pnx9m3VAeDnke+hnwDMQHf06oqNfR/vHOPkjkHXQXFcAYNTAQ18FD7kXoAyBvuwi+pWlQlWZD//KIrxRUAqVWASVWIwgo/11Hv3i1DDqxDDpREiGHGUGCTw1QJlnrXCtoYDPzii+yjqXOVZr6QnGmvX8ABgLgwAb42zPtxfjt4Hm4/tBiinojIqLpRBnFsP/ogoxuQJ81Xa7dkXcdYCXyL1lDn6VYUBHRHQd8/e3fuynKWuV1a3TmKkYXWnp0qWYN2+eZVupVGLDhg3o0qWL08e4nr5fRERtQYWuAi/89gTu/PgoOtVdyqQWk0RA1OBiKNtpgZ4PAnd9aL4gJyIiIroGqPbsQe6CBdBnNG09M5FMBnmnTpB36Qxpp464FKbAad8K/FOZjBOFJ5Ct2m4O4S41a7etyCVyxPvHW6ap7B7YHe2V7Vv/oVVBMAcZFw9VT1d5BMj5BzBUNWszRr0IYokA0eW8RSwFQroB4f3M01SG9wX8YwGxGMoOe1CybWq9Y3hqgc4XBZyJMn/Pdl7ciYldJtpsT1Jr9p5A90AEugfWL3R+E/DDFEBvncJI8k9BHlwKrZuv4w9mb0pPcSNmsDDaOYazs2AYNIAq1/Z7DUxhaSVtp3kkYF0J9wC3L4YbAKvV+gw6oOJSrSk1M4C/F9SrHtyjwvK1UixGkUSMCrEYM8ViVOSJoBaLEWg02u2WTGmAT3QljHoRDDoxkkRyKDVAUZ0lARsaxefMNJsBukpMyf7TvBEGaNsBaW5uSIUP9MkKdNrX/ENmxV0aCEyvI7xqJSK6jtVdB+78+fONPkZKSkqDx2wLfvjhBzz11FOWbZlMhp9//hn9+/dv1HGu9PslCAKSk62fugsKCmrUMYiIrheFVYV44eepuO+zc4huYHlTk5uA6CFF8AzRAQNnAKPeADgtMBEREV0D9Pn5yH9rMco3bHC6jtjfH+5du0LRpTNkXTqjsL0XTnsU42TJGZwoOIHkkj9gyDEADTz81Bw6+HSwjIzrHtQdcX5xcGtMaNNStCog55j16Dh74c6VNlUugeqSAqpsBSoL5fB/sCOO9u2A7YIKA6Nvxbgu/7JZz6NfP4g8PCBU1p+YsPcFAWeizF/vuLjDbkDnlKDO9cK5y4LLTyIrwIl14+yGa42IHUx2RqA5e77Y60Nj+tHYPkhlgF+U+QUAmjKbAR0AYMzHgMwTPuU58Kk9lebll2A/oPMM1cEzVAfAPLDPX2wO9YJFYqzIEVtG8XVoYFStR4gOhkoDjHoxig1SGPRieGrqroNnHfDJBaCLTo8uKEQZFMhB/fW8tVLgaEcROuQKCCm127xdPt17Nb7SNYgBHRHRdaxbt25wd3dHVZX5ybBTp06hvLwc3t7eDmqaGY1GHDlyxGpfv379mr2fV2LLli146KGHYKoe7i8Wi7Fy5UqMHDmy0cfq27ev1fbevXsbVf/06dNWI+ji4uLg6+vb6H4QEV3rLlZcxEs/PIp/f5mFdg0s7WGSmdAhsQjuAXpgxBxg2CyrtRiIiIiIrkaC0YiS71ej4IMPYFKpHJcXi1EybCiybrwBXgMicaHyAk4UnsDpwp+gKnJc/0oFugeie2B38yuoO7oFdLO9vpmrmUxA4Tnr0XH5Z4AG1vxqDgVn/FGe5QVdiXVosupsGr4OTwcAlEqkdgM6sUwG5eBBqPjLPO2jIAKSw4AjHcU42Nn8u24X/y7oGdzzyjrqFw0ExNmcvjOk/LhzAZ3dEXSNiB2uNOSz1wfgykM+Z/vQwDSXCOsJhCbYfs9kBNQFQFk2sHcJcOZXG4VEAASIAPiYBPiYjADsh3p1tRtQavk6BoAOQIVIjNdFYqiyzYGfrIGRhhI3Ae6B2uqpOsWoNEggMwAlSuC/48xTpnpWCXg2RQW/AhFMxW7wKhQjsKTh67KoEA+nP8O1jAEdEdF1zM3NDf3798eOHTsAAAaDAWvXrsXUqfWnUrDl77//RkFBgWU7JiYG7dq1a5G+NsXhw4cxbtw46HQ6y74PP/wQEyc27Qmzvn37Qi6XQ6vVAgAOHjyI5ORkxMXFOVX/m2++sdoeMmRIk/pBRHQtO19yHv+3eipmLCtAULn9cgKA4l4adAvQA7e/Awx4zGV9JCIiImopVSdPIXfePGhOn3aqvKZrBywfJsMR/1MoE/YAB1q2f+5Sd8T7x1umqewe2B2hnqGtP1UlAKjyq4O46pFx2UcBXYXjeldEBATHA+37mKepDO8H3VtfQndiY72SPVOMwC0SQCTCodxDUOvV8HTztHlUr1tvA6RSeA0fjvR4fyw8OBMDwgbg0fBEDAsfhlDPUOsKeg2QsRtI3mKe8vGuD5zrftxImwFdUMUpiAQjBJHERqVa7AVTjRkteaXTZDYUjjk7TeaV9qGhkLChPoglgFeo+eUXY7tMh+HA+C9qjbzLrjMKr/prg3OLRcoABAgmBAgmc1rngLKd1ryUQC1GIxBuFOPvTEAlFkMlEiPSWw8fpWBOAQHo9CJkVSiQXyaH4pQCblUiiARALIhQqgTii44AeNipPl/LGNAREV3nJk2aZAnoAGDRokV44IEH4OHR8JMsRqMR//nPf6z2TZ48uUX62BTnzp3D7bffDlWtpw3nzp2LGTNmNPmYCoUC//rXv6yCtjlz5mDNmjUO6168eBGffPKJ1b629P0iImoL/sn/B//5/nHMXFkOPwcLkosA+B/0wM4OfTGM4RwRERFd5YwVFSj4YAlKVq1yat0skY83No8Ow5cRKRBEIvPTS81MLBIj1je2ZnRcYHfE+sZC2pjRUS1FrwFyT1RPU3nIHMqVNm2NvkbxDK4O4vqa145r1wtQWM9CpBwxAuV/1g/oQkuBdsVATgCgN+mxL2cfbom6xWYzPqPvhM/oOwEA3QUTdsbshIdbnfs0qgLgzDog+S/zGmqX182TyIFbFwEyJ0YodbwF2P9Jvd1VskDI9aXQyAIarq8MBmJvNgdURkP1n3rAw0G92uxNL3ml4Rrg/Ei+K10Hr6FpNp3tQ0PfB2WQ+dWup+0yggBUlQDvdLQ9ZaZ3e6Cq1O6Upo0lkQBeEhO8jECQ0faIVJmbgFj/KsT6V1lCO5NBhPIyN8j1UnOfiAEdEdH17sEHH8Rrr72G3FzznOtpaWmYOnUqvv32W4gbWMNnzpw5OH78uGXb3d0d06dPb/H+OiM7OxujRo1CYWGhZd/06dMxb968Kz72zJkz8e2330KovmBau3Ythg8f3uBnV6vVmDhxolVY2KdPHyQmJl5xf4iIrhW7Lu7CR6uexYurquDl3MOfEAtA8O9JMM1SQ+xp++ljIiIiorZMEASUb9iAvLfegrGg0HEFAPk398C8nqkolF2A+bGl5hHiEWKZprJ7YHd0Dehqd4SXSwkCUJxqPTou92TDwUxzkMiBdj1hDLgB6kIvKG68FbKu/SEAqDJU1Q/MqnkOHWqedt1G0NonRUBOgPnvbMfFHXYDutrEIrHttkozgQ2z6u83aoH03UCnUQ6PjajBgJuHeaRY7HCg40hUhA7A9kNnHdcFgNgR5teVmLoVMOrMAVXtkE/h41z9wE7AuM/N9S/XNRnMf4odjAC8LLx6SROj3voY/h2cq28y4PJUlPVcacjnzCg+kQhw97O/nt24z4DoIea18uqOvKs9Gq8kzemReE0hlgrwDdDBFzrAu+3MwNWaGNAREV3n5HI5Pv/8c9x9992Wfd9//z0KCgrw4YcfIj4+3qp8ZmYmnn/+efz0009W+99//30EBwe7pM+O3HvvvcjMrHlybtiwYZg1axbS09MbdZzAwEAolUqrfb169cLzzz+P9957z7JvxowZOHv2LObOnYuAAOunxPbt24cnn3wS//zzj2WfXC7Hl19+2ai+EBFdyzakbsA3372C2T/o4O7ENCsWCgExn/6P4RwRERFdlXTp6chdsBBqZ9c37xCJr253wybvM1fctofUAwmBCVaBXLBH27imR1WJeb24i0eqR8cdAaoaWJi4ufjHWkbG6RAO1ZlcVOzchcrDmwC9HlVTqrBRtRU7L+5E7+DeWDR0kc3DSP384H7DDaiqdR/gsk7ZNQHOzos7YRJMEIvsPxzdoHa9zCPVKovqv5fyl3MBnZsCmPY3ENDREiQJ5eUAnAzomoNUbn41lTIYuKFpS5lYDJl5ZfX9Y4B5peY15eqGfM6OJuw9yRyi1R2N6BPhXH3BBNxwf632q49xuQ8iEeDua36FdLV9jP2fAlvmmY8h1BrR5+FvHjF6OdCrKnGuTw1hQAeAAR0REQG46667MGfOHLzxxhuWfVu2bEHXrl3RvXt3xMXFQSKRIC0tDUeOHLGMHrvskUcewRNPPOHqbtuVk5Njtb1z507ExsY2+jjLli3DI488Um//okWLcOzYMfz9998AzE88fvTRR1i6dCkGDBiA8PBwaDQanD59GikpKVZ1xWIxPvnkE/Ts2bPR/SEiuhatOrsKG1ctwuxfjJA1sHyE1t0EeVWtmxduAqI/eg/yPlf4xC4RERGRi5m0WhR98SWKPv8cgs7x00kidwXOjOmB/0T9A53Y9nRyDZGIJIjzi7OaqjLGJwYSZ0cXtSSjHsg7XTMy7uJhm2uiNTuFb/W6cf2qQ7k+5hACQM7Ls1H263/rVcnatA7fh5pvp6v1ahhNRrvfQ+Xw4eaATiSCrnMUfgnKxJGOIqSHAGGeYUgMT0RiRKL5/krtQZC6SqD4AhDa3fFnEIvN00ueXFv/veS/HNe/LDjecRlyjlhSPWpP0fi6oQnm15W0Pe7TptcHgIFPmF+AeQSoyWgO+QQTIKv1UKSuEqi4VH8UXlk2UHgeUBcA2gYWFAc4xWU1BnRERAQAWLhwIYKDgzFr1izoal0gnDx5EidPnrRZRywWY+bMmXjrrbdc1c02QSaT4c8//8S0adOwcuVKy36DwYA9e/bYreft7Y0VK1Zg7NixLuglEVHbJggClh5fimOrP8aL602QNnCvSRGsRdyQYmzNCETkETcIEgFR7yyA+9A7XddhIiIiomag3rsXufMXQJeR4VR53aCeeGtQAU65HXW6jXae7Syj4roHdkd8QDzcpe5N7XLzEQTzjfyLh6qnqzwC5PxTs3ZaSxFLgZCEmnXjwvsBAbHmEUU2yLt0AX79td7+jjmAV6WACg8RSrWlOFF4Ar2Ce9k8hvcdt0MaEgLlsKHQebsjfeuTGNN+CIaFD0OcbxxEl9sWBKAwxTziLfkvIGOPOQiZlWIO4ByJG2k7oCtJA4oumD8nUVOIRIBEan7VJfMwn1sNnV96TXWIl4PKvBSkHd8Dd30xFLpihCgMkHAEHQAGdEREVMvTTz+N0aNHY8GCBfj5559RXm77aRd3d3eMHDkSs2fPRnx8fM0vltcRmUyGFStWYNq0aViwYAG2b98Ovd72fOFBQUF46KGH8OqrryIwMNDFPSUiantMgglvHngTuT+swnMbTBDbWKrhMo92GkQMKoY4KAa3Prcamf+ZAb/Eh+F5279c12EiIiKiK2QoKEDeW4tR/scfTpUXh4Zgyz1R+NTbuWAuXBKOREUi7ht2H6KDo6+gp81IqwJyjlmPjlPltny7PhHWo+PCbgDcnA8olYmJyF+8uN5+MYBeFwTs7F69hlzWDrsBnSwyErLISADmG/DLb1tev1B+EvD9RKAk3Xq/QWP+voX3cdzZ2JthtfaZwheIvckc3Hny/gO1IjeFeepP/xgY/LsjJdfX8taIESPgLVfar3sdYUBHRNSGNHaNtJY4VkxMDJYtW4bPP/8cBw4cQEpKCgoLC2E0GhEUFISoqCgMHDjQbhhlz7x58zBv3rwm9emy4cOH15te05bm/D46MmTIEGzevBkVFRXYtWsXsrOzUVhYCLlcjqCgIMTHx6NPnz6NDjG3b9/e5D498sgjNqfmJCJqC/RGPV7b8xqw9g88uaXhKZq8IqvQfmAJRGEJwEM/A14hiFyy1UU9JSIiIrpygtGIktWrUfDfD2BSqRxXkEpRNGYQXu98CgWC43DOQ+qBm9xuQn9Zf4hFYvgr/Juh101gMgGF56xHx+WfMU+N15LcPIH2vWuNjusLeIVa3jaq1FBv3w3Vjh1QDhoE7zvuQH5lPnLVuegR1MPmIWUx0XCLjIS+1tr2l/W+IGBn9eyTOy7uwHN9nmt6330jgfJLtt9L+cu5gM4zAOj5IOAdBnQcaQ4mbY14IqI2if9aiYjIJjc3NwwZMgRDhgyp957RaGx0QHet8/Lywh133NHa3SAiatMq9ZV4fvtMBP+wG/fvbPhmjU8HNcL6lkEU2R94cC3g7ueiXhIRERE1j6pTp5E7bx40p045VV58Qzd8fZsbNoj3WgZENWR4xHA82+1ZnN5/+gp72gSq/OogrnpkXPZRQFfRwo2KzOulte9jDuLC+wFBXarX/Kqhu5gN1d9/Q7V9OyoPHYJQff8iJf0o/mdcjrPFZxHjE4P1Y9fbbkUkgnJ4IkpWfmO1v1gJFHnVbKeVpaGwqhCB7k0cqSbzAKIHAxf+rv9eyhZg+GznjjP246a1T0StjgEdERERERG1uDJtGWZseRIJa49hzIGG7zj5d1IhuFc5RB1vAiZ+a70gOREREVEbZ6yoQMGSD1GyapV5ZJkDYh8fnHtgABb674bGpHNYPsg9CK8OeBU3R96MiooKnEYLB3R6DZB7onqaykPmUK60/uiyZucZXB3EVY+Oa9cLUHg7rFa6+nsUfflVvf1ex9OQMkICSEVIK0tDZnkmIr0jbR5DmZiIkm++haJ7d4hu7INndCuRHgIo5d64vd0QJEYkYkj7IfCR+5grCAJQmGwe+ZZ/BhjjZGjWcaTtgO7iYaCyGPBopRGRROQSDOiIiIiIiKhF5anzMH3z40hcex6jjjUczgV2q0BgQgVE3cYA478ApHIX9ZKIiIjoygiCgIo//0Tem2/BUFDgVB3TnSPwn74XcVz3N+DEbJATO0/Es72fhZfMy3HhphAEoDjVenRc7knA1MKz6EjkQLue1dNUVq8f5xMBNGHNe+Xw4TYDOoUe6Jop4HiH6jXkLu7Aw10ftnkMz379ELdrJ6TV68jfczoEXQO6omdwT7iJ3cyF9BogaYM5lEvZYh1aDnsR8It23Nm4kcCmV+rvd/czB36RAxwfg4iuWgzoiIiIiIioxWSUZ2D6xscwdk0Whp5uOJxT9qhAUNcKoNfDwF1L6k1XRERERNRW6TIykLtgIdR79jhV3q1jB2ydGIePTX9D0Dmez7KDTwfMGzQPvYJ7XWlXrVWVmNeLu3ikenTcEaCquHnbsMU/1nrduJAEQCqzW1wQBAiVlRB7Op5Zwb1nT4h9fGAqK6v3Xu8UAcc7mL9uKKATyWSWcA4AJnebXL+QpgxYfb/tTqRsAfpNddhXBHQ0r0VXmmVeS6/jSHNo164Xfxcmug4woCMiIiIiohZxtugsntr4OCatKUT/845vPCXlKSGfMA7Bd3/YpKeliYiIiFzNpNOh6IsvUPTZ5xB0jqenFLm7o/zBWzEn/CAuabc6LO8mdsNjPR7DowmPQiaxH2A5xagH8k7XBHEXDwNFyVd2TGcofKvXjetXHcr1cWrqRpNaDfW+fVDt2AHV9h1QDh8Or/97Cfsu7UNGeQamdrcdgImkUigHD0b5hg313ut9QcAyQQBEIhzJPYIKXUXTRyN6hQChPczTf9aV7GRAJxIB9y4HfKMAzyauZUdEVy0GdERERERE1OwO5R7CrI1PY/rqctyQ7jicA4DwPBHOLPkbsv7J8I3u1MI9JCIiIroy6n37kDt/AXTp6U6VlyUOxopRbvhF9TugdVy+T0gfzL1xLmJ8YhrfOUEAyi7WTFN58TBw6R/AoGn8sRpDLDWPhrOMjusHBMQ26uEr9d69KPrqa1QePAhBXzO15sXNv+KxuPUwCEZIRBLc2+nemjXg6lAOT7QK6Eo8gWOxIhztKIIIgAAg2ical9SXrAM6QQBK0gF/J7/ncSNtB3RpOwGD1rnp2tv3ca4tIrrmMKAjIiIiIqJmtS1zG17f9AKeX12FLtmNqxtSZIJq0SL4fr68RfpGbc/KlStbuwv1TJo0qbW7QEREbZihoAB5i99G+e+/O1VeGhaKlCkjsFC6ERWqCoflvWReeKHPCxgXNw5ikdipNiRGDXwr0yA7eAYoPGUO5FS5TtW9Ij4R1qPjwm4A3Nyv6JDG8gqbU4Uqy3QIvyRBeqgIRsGIPdl7cEeHO2wew3PoUCh69IBy2DAohyfi6dPPoFhXin6h/TA7PBHDwoch3CvcXFhTDqTtAJL/AlK2AhWXgJdSAXdfx53tOBLY9V79/Xo1kLEXiB3RiE9ORNcbBnRERERERNRsfk35Fe/+9TpeWa1DTJ79cgIEmJ9ftiaLCEHo4v+2YA+prXnkkUcgamNTmjKgIyIiWwSjESVr1qDgvx/AVOE4aINEAvF9Y/BW93QcLPsB0Duucmv0rZjdfzYC3Z2Y7tCgg+zoV0hM+ho+VVkQQQBSHFdrMjdP8zpptdeO8wpt9mY8Bw8CpFLAYKj3Xu8LAtJDzb837Li4w25AJ/XzQ8zaNZbt/7X7BBFeEfB0q7WGXVUpsOYhIHMfYKrTVuo2oNs4x50N7wcofMzr0QGASGz+3sSNBPw7OK5PRNc1BnRERERERNQsVpxega+2vYPXvzcivMh+OZGbCZ4DypF1wgf+5TXBjDTYD5HfrIbUz88FvaW2RhCcmwq1pbW1sJCIiNqGqtOnkTtvPjQnTzpVXtGrJ3bc3wVLytbBUFY/aKor1DMUcwbMQWJEonMdyjkGrJsBRf5pKJyr0UgiIDi+enRc9VSVQV0AsaTRRxIEAdqkJBjLK+A5oL/D8hIvL3j07YvK/fvrvdc7xYSfB5tHFe7O3g2DyQCp2PEt7i7+XervVPgAxan1wznAvIacMwGdRAp0vxfQqYGOtwCxNzm1vh4REcCAjoiIiIiIrpAgCPjw2IdYv/MLLFhtREip/bJiuRFRw4ugCHGH4q6JOPP2WoQUARIfJaJWroJbaPM/hU1XB5FI1KohXWu3T0REbZNRpULBkg9R8t13gMnksLzExweVj03Ay77bkVbyo8PyYpEYD3R5AE/3ehoebh6OO6TXADveAvZ8CAhGZz6CczyDq4O46tFx7XoBCu8mH85UWQn1vn1Qbd8B1c6dMOTlQdalCwqXzsb2rO04kncE3935HdzEbjbrKxMTbQZ00XmAu1ZAlVyEcl05/sn/B31D+zatkyKROVQ7uqL+eylbzOvROfPgzp02prgkInICAzoiIiIiImoyo8mIhfsXYv++H7HgeyP8VfbLSt2NiBxRCHmoL/DQTwhu1wuy8J4oe2cZQuYuhiw62lXdpjbqnXfeQWCgE1N6NbPCwkK8+OKLLm+XiIjaLkEQULFxI/IWvQlDQYFTddzHjMaqm6T4PncF0MDvRJd19uuMeYPmISEwwblOZR0Cfp0BFJ5zrrw9EjnQrmf1NJXV68f5RDgXRjmh4u+/kf3cTAg6ndV+XVISXvzp3yjxMrdzLO8Y+ofZHlGnTExE/uLF5u4GBGBbeBkOdTDhRIwIVXIRgtyDMCx8GHzkPjWVNGXAhW1A6nbg9rcBqcxxZ+NG2g7oVLlA7kkgrIdTn5mIqCkY0BERERERUZPojDrM3jUbKfs3Y/4aI7yr7Jd1UxoQObwIsnahwMPrgKBOAADfPuPgu9qJ6YPomiYIAkQiEe69915ERka6vP2MjAwGdEREZKHLzETugoVQ797tVHlZbCwyp9+O+eofUJTbwDzf1eQSOZ7s+SQe7vqw3RFk1h2qBLb9B9j3MYAmjPb2j7VeNy4kwbnwqokUnTvXC+cu650iYGsvc0C3/eJ2uwGdLCYawS+/DI++faDo1g2f7HgeKnUupoQnIjEiEfH+8ebVjPNOAbveM09JmXWgZlRhwj1AzFDHnY1JBMTS+tNciiTmYzOgI6IWxICOiIiIiIgaTa1X49ltz6Ls4H7M/cEID639snIfPSKGF8GtfQwwaR3g6/oAhoiIiMgRk06Hoi+/RNGnn9kNmGoTKRSQT30Y/41LwbbcT51qY2DYQLw+8HVEeEc416mMveZRc8WpThUX5D4QXV4zLryveQ05F6+J5ta+PeRxcdAmJ9d7r/cFAVt7mb/eeXEnXur3ks1jiEQiBEx5xLL9TuI79cNMgw74+jZAZ2O4YspfzgV0Cm8g8kYgfRegDDVPeRl3C9BhBODu67g+EdEVYEBHRERERESNUqIpwfQt0yE9dBKv/WSC3GC/rMJfh4jEIkijEoCHfgaUwa7rKF01RM00pdaVaiv9ICIi11Pv34/cefOhS093qrzn8ETsvy8B72avRFVuA9MIVPOV++Klfi9hdIfRzv1/o1UBWxcABz+HM6Pmsn37ISnsHvS77QF4+/g4LO8sQRCgPXcOqu3bYSwrR8jL5kCtqKoI/gp/u59FOTzRZkDXPV2Am0GAXipCRnkG0srSEOMT47AfNkcaSmVAh+FA0u/130veAoxc4PC4AICb5wJSORDavdmm+SQicgYDOiIiIiIictol1SU89tdjCD6UiufWmSA12S/rEaRF+LBiSDoMAB5Yw6eQya7LU1y2trbSDyIich1DYSHyFr+N8t9+c6q8NCwMxmcm42XpnziV8ZlTde6OvRuz+s6Cn8LPuU6l7gDWPw2UZjgsanIPwOGQ+3HJr3qqyGb4f8xUVQX1vv1Qbd8O1c6dMOTmmt9wk2L9cHdsK9yHk4UnsW7MOsT6xto8hnL4cBR98aXVPoMYSG4ngo8aKKzOEHde3Fk/oKsqARS+zn2WjrfYDujyTwNl2YBPe8fHiOjnuAwRUQtgQEdERERERE5JLU3FY389hk4HLuHJP0yQNPAwtwDgVCcBUfE3A//6BpB5uKyfdHXZtm2b5evQ0NBW6UNoaKhVP4iI6NonGI0oXbsW+e//F6aKCscVJBL4PPwgfhwqwdcX/gvj5bXOGhCuDMfrN76OG9vd6FynNOXAX68DR5Y5V777vVAPmYNL+487V95J2uRkXHzyyfpv6A3Yu/5TnOwkBgBsz9puN6Bzv+EGiH18IJJKoRw2DF97H8d6/wxUKUTwkHpgZPvBGBY+DMPChwEmE5B73DzqLeUv4OIhYPpeIDjecWfjRtp/78JWoPckJz4xEVHrYEBHREREREQOnSo8helbpqP/3mJM3dzAsLlqIgAd9ijwW5AJox90B8ckkT2JiYmt3QXI5fI20Q8iInINzZkzuDRvPjQnTjhV3r1XL+Q9ORYvFCxHVkqWw/ISkQSTu03GEzc8AXepu3OdStkCrH8WKL/ouKwyFBj9X6DLHRDKy507fiMoEhIgCQiAsaio3nu9Lwg43Mn89c6LO/Hv7v+2eQyRVIqYH3+AW/v2EInF6HL+R0hLUzAsfBj6hvSFTCIDBAFY/xRwfhOgLrA+QPJfzgV0PuFAUDxQcLZmn1c78zpyQU7UJyJqRQzoiIiIiIioQfsv7cczfz+DUbvUeHC743Cuto7rkrBFMxa3/Hcdpw4kIiKiVmVUqVDw4Yco+fY786gtB8Q+PlA+Ox2fhJ/D+tSFTrWREJCAeYPmobN/Z+c6VVUKbHoN+Odb58rf8ABw2yLA3cnpMmsxaTQQKxQOy4nEYiiHDUPZL7/Ue693imAO1kQi/FPwD0o1pfBV+No8jiwiwvL1hE4TbDQkAgpT6odzgDmwHPyMw74CALrcAXgGmqe7jBsJBHflWnJEdFVgQEdERERERHb9lfEXXt7xEiZs02LcvgbmtGxA+MbzKB38I/zuvbeZe0dERETkmCAIqNi0CXmL3oQhP9+pOj7jxuLYvT2w+PxSlKSVOCzvLnXHM72ewf1d7odELHGuY+c2Ar8/B1RcclzWuz1w15KGp3SsQxAEaM+fh2rbdqh27IAuMxNxO3egyqTF/kv70Tu4t91wTZmYaDOg81cB0XlAeihgEkzYlb0Ld8Xe5XSf6om7BcjaX39/5j5AqwLkSsfHuPn1prdPRNSKGNAREREREZFNP57/EW/sW4BJmw24/UjD4Zwq1ABlru3LC8/Bg+EzZkxLdJGIiIioQbrMTOQufAPqXbucKi/rGAvJi9MxT/sr9p1c5FSdYeHDMGfAHIQpw5zrVGUx8OfLwMm1zpXvPRkYtRBQ+DhV3FBUhIIPP4Jqxw4YcnOt3pv/1UP4zf08dCYdFg5eiLEdx9o8hueQwYBUChgMAACjGDgbLsLRjiKU1MrMThWeqgnoTCYg55h59FvfRwFlkOPOdhwJ/P1G/f1GHZC20zw6jojoGsWAjoiIiIiIrAiCgK9OfYWPDn+AJzaYMPxkw+Fc8A3liI9XY0d+BwT/XWX1nnvPngj/6EOIZbKW7DIRERGRFZNOh+KvvkLhp59B0GodlhcpFPCf/jj+6C/BJ6fnQWPUOKwToAjAKwNewaioUc5P5X1mPfDHC4DaiZF8vpHAXR8CsSOcO3Y1sYcHytats/m5pfuPQ5doHuG38+JOuwGdRKmE96iRELnJoBwxHJ/JD2Bl5o+QiqToHdIbieGJGBY+DNFSL+DEWvOacRe2ApVFNX3veb/jzob2ADyDbX8/svYzoCOiaxoDOmp2aWlp+Oeff5CTkwOVSoWwsDBERUVh0KBBcHNza7Z29Ho99uzZg8zMTFy6dAlKpRLt2rVDr169EB0d3WztEBEREV1PTIIJ7x1+D6tOrMBz600YeK7hcC60Tyn8OuuA8V8hsetY7HptFPzW5UAiAPJOnRDx2acQe3i4qPdEQFJSEo4cOYKCggJoNBr4+voiNjYWAwYMgLe3d2t3j4iIXEC9fz9y5y+ALi3NqfLKxESUPfUvPJn2Cc6dOOdUnXvi7sHMPjPhI3duVBtUBcCfLwKn608baVO/acAt85yb4rEOsbs7PAYOgHrHznrv9UkRsCbR/PWe7D3QGXWQSWw/SNX+/fctX99dHIPuMQMwqN0geMtq/X/6v35A4fn6lVP+ci6gE4uBjjcDx78HJDIg8kbzNJ4dRwJBTq7jR0R0lWJA1wbdd999WLNmjdW+qKgopKenO1Xf6Sd27EhLS2tSwPXjjz/i/fffx759+2y+7+/vj4kTJ2LBggUIDAxscv8KCgowd+5crFmzBsXFxTbLDBo0CM8//zzuueeeJrdDREREdL0xmAyYu3cuNib9ipd+MqFnWgPhnEhAu/6l8IkDMHG1ZT2Uof/ZjIJOb6Hi5/2I+PILSHycvGlFdAUEQcAnn3yCDz74AKmpqTbLSKVSjB8/HvPmzUPnzrzhR0R0LTIUFiLv7bdRvv43p8pLQ0PhN/sFfOV3CquOzYRJMDmsE+0djbk3zkXf0L7OdUoQgFM/AX++VDO6rCF+McCY/wHRQ5w7vh3KxESbAV10PuBfLqDYW4RKQyUO5x3GoHaDHB6vs39ndPa38f9n7M22A7oLfwMmI+DMenz9pwHxdwMxw5oUSBIRXa3Erd0BsrZ+/fp64Vxbp1KpcP/99+Pee++1G84BQHFxMZYuXYqEhARs2rSpSW39+eefSEhIwNKlS+2GcwCwd+9eTJgwAQ899BDUanWT2iIiIiK6nmgMGszcPhN/nf4Vr64xNhjOicQC2g8ugU8XN+DhXyzhHABALEHQlNcQ88svcAsOdkHP6XpXXl6OxMREPPPMM0hNTYUgCDZfer0ea9euRe/evfH999+3dreJiKgZCSYTSlavxoU77nQunJNI4D9lCi598QoeUH2Ib5O+cxjOScVSPHHDE/jx7h+dD+cq8oA1DwE//duJcE4EDJwBTN97xeEcAHglJtp9LyGj5ve8HVk76hcwGQGjwbmG4m6xvb+qBMg+4twx2vcxT2XJcI6IrjMcQdeGlJaWYvr06a3djUYxGo2YOHEiNmzYYLU/KCgIvXr1go+PDy5cuIBjx45BEMz/+efl5WHMmDHYsmULhgxx/heO7du3Y+zYsdDpdJZ9IpEIvXv3RocOHVBaWopjx46hsLDQ8v53332H8vJyrFu3DmIx82giIiIiWyp0FXj676dxPu0wXl9jRGyu/bIiiQnhQ0qgjPUCHv4ZCLvBdjkpLzXINcaMGYPdu3dDJBJBEASIRCLExMQgJCQEgiDg0qVLyMjIsJSvqqrC5MmTERISgptuuqkVe05ERM1Bc+YMLs2bD82JE06Vd+/ZE4pXnsU7pT9i094XnKrTK7gX5t44F7G+sc51ShCA46uBjbMBTanj8gFxwJiPgcgBDRbTZWVBFhGBKkMVNqZttLt+HAC4tW8PeVwctMnJgESCnFgfbA0vxdFYEbIDzGX8Ff7wdPM0b6jygZSt5qkpL/wNjP/C+iEse6KGAFJ3wFBV/73kv4CI/o6PQUR0neJVcxvywgsvICcnBwDg5eWFioqKKz7mgAEDsHr16kbVCQ8Pd7rs7NmzrcI5Nzc3vP/++3jssccgk9XMX33mzBlMnTrVMsJOq9Vi7NixOHnyJMLCwhy2c/HiRYwfP94qnBs8eDC++OILxMfHW/ZptVp89tlnmDVrFvR6PQDgt99+w5w5c7Bo0SKnPxcRERHR9aKwqhDTt0xHbuZZzPveiIhC+2XFbiZEDCuGR2wwMOlXILCj6zpKZMOqVauwY8cOiEQiKBQKzJkzB1OnTkVQUJBVuUuXLmHp0qVYvHgxDAYDDAYDnnrqKZw5c6aVek5ERFfKqFKj8KMPUfzNt4DJ8dSUYh8fBD0/E9tuEOO9Y8+jQuf4vpvSTYmZfWZiQqcJEIucfPC7LBv4/TkgebPjsiIxMOhpYPgrgJu73WKC0YiiL75AwUf/g9vCl/Gi5GeklKZAgIBbQuyMYAMQOONJQBDgOXgwUgp24Lfdr6KzX2c8FpGIxPBEJAQmQLzvY+CzRODSP9aVkzc7F9C5KYCYodafVyI3jwIMjrdfj4iIGNC1FVu2bMHXX38NwLw2woIFCzBz5swrPq5CoWjSenLOSE1NxZIlS6z2/fDDDxgzZky9sl27dsXWrVtx8803W0K6oqIizJ8/H59++qnDtubOnYuSkhLL9qBBg7BlyxYoFAqrcnK5HM888wwiIyMxbtw4y/73338fjz/+OKKiohr1GYmIiIiuZRcrLuLxvx5HVVYGFnxvRGip/bJVMsBvaCk8ukQBk9YBPs4/1EXUUr799lsAgEQiwYYNG5BoZzqvsLAwLFiwAL1798b48eMBAOfOncOhQ4fQr18/l/WXiIiunCAIqNi0GXmLFsGQn+9UHZ+xY1H1xL/wfNISHDng3LSLI6NGYnb/2Qj2cHLKbkEAjn0DbHoN0JY7Lh8UD4z92Dy9YwP0ly4h58WXUHn4MACgdMEilPxbAniLsOjAIkQnRtut633bbZavb3K/CX9N+AuhnqHWhS4drx/OAebRb87qONK8Dl3HkeZQL3ooIPNwvj4R0XWKc/61AWq1GtOmTbNsP//88+jZs2frdchJ8+fPt4xSA4BHHnnEZjh3mbu7O5YvX241su6rr76yu4j7ZcnJyVixYoVlWyaTYfny5fXCudrGjh2LyZMnW7a1Wi3mz5/fYDtERERE15PkkmRM+nMSDOkZWPBtw+FcuTsgNQAZR/1xYdBchnPUrIxGY5PrHjt2DCKRCCNHjrQbztU2duxY9O9fM9XW0aNHm9w2ERG5ni4rC1mPPY7s555zKpyTxcai/fKvsf7+KNy76984kuc4nAv2CMaSEUvw/vD3nQ/nSjOBb8YB6592HM6JJMCwF4HHdzgM58o3bUbq2HGWcA4APDXA0+uNEJkEaI1azDk4B1pB67CLnm6e9cM5wByq2VKSBhRdcHhcAEC/fwPP/APc+S7Q6VaGc0RETmJA1wa88sorSE9PBwB06NAB8+bNa9X+OKOqqgo//vij1b6XX37ZYb1OnTph7Nixlm2DwYBVq1Y1WGfVqlVWF+3jx49HXFycw7bq9mft2rXQaDQO6xERERFd6/7J/weTN06GZ1o+5n9rREADMzwVKwG5HnAzASElQO70l5B06E/XdZaueYsXL8bs2bNRVWVj7RoHLs+y0bGj89OtxsbWrB9Ue5YOIiJqu0w6HQo//RSpo++Cetcuh+VFcjmCZs5E+edzMSl3MT7+52PoTfqG60CE+7vcj1/H/IqbIp1co9RkAg59CXxyI5C6zXH5kO7AY9uAm+YAUnmDRXUZGcieOROmsrJ673XNAsbuEwAAWaosrKtcB0Ewb4tUecCxb4HCFOc+Q8ebAYhsv+fsKDqxBBDZOQYREdnFgK6V7d27Fx9//LFl+7PPPoO7u/05p9uKTZs2obKy0rJ94403okuXLk7VnTJlitX2zz//3GD5X375pcH69sTHx2PAgJrFddVqNTZvdmL+byJqEXq9Htu3b8fKlSuxePFifPzxx/jll18sDyhcr6KjoyESiSASiVpsSmIiotp2Z+/GtM3TEJZajrmrjPCptF8219cczskNNfv8y4Hyx57HpQN/t3hf6fqg1+vx9ttvo1u3bvj9998bVdff3x8AkJLi5E3IOmX9/Pwa1R4REbmeev8BpI0Zi4IPlkDQOjFSLHEYQn5ZjaU98jBpy6O4UOZ4FFhH34745o5v8OqAV6GUKZ3rWHEqsPJu4I8XAJ2q4bJiN2DEa+ZwLuwGpw4vi4pC4PTpdt//1y4TQorNodxF/QWEXfoeiUlz4PV5X+DXGcCpn5z7HJ6BQLtett9L3e7cMYiIqEkY0LUirVaLRx99FKbqhWwnT56MW26xv7BrW7Jx40ar7eHDhztdd+jQoZBKa5Y/PHbsGPLy8myWzc3NxfHjxy3bUqkUgwcPdrqtuv36808+7U0EmNeQXLNmDV588UUMHz4c3t7elpCouYOigoICPPnkkwgNDcWIESMwefJkzJ49G0899RTGjx+PmJgYDB48GD/95OTFwxV65JFHrD7r5dd9993X5GOmpqZCLBbbPO71HkASUduyIXUDnt76NOJSKjFntRGeDdzjyg8QINfDZhmvKqD8yZegy8pquc7SdScjIwNjxozBuHHjkOXkudW7d28IgoC//voLu3fvdlj+119/xaFDh6zqExFR22QoLET2Sy8h85FHoEtLc1heGhqK9kuW4PwrE3DP4Sex9vxah3VkYhme7f0s1t61FjcEORecwWQC9i8Flg4G0h2P5kO7XubpLBNfAiRuzrVRLXD6E3C38X9VpRz46G4x8vxFGGqQYH3GeQzI2wjfqsyaQimNWEMurtY0l/6xwIAngAd/Au5d1qj+EhFR4zCga0Xz5s3DuXPnAABBQUF47733WrlHzjt16pTV9o033uh0XU9PT3Tv3t1q3+nTp51qp0ePHvD09HS6rUGDBjnVDtH1YPv27bj11lsREBCA2NhY3HfffXj33XexY8cOVFQ0MLfZFfjzzz+RkJCApUuXori42G65vXv3YsKECXjooYegVqtbpC+OrFu3rsnTXH399deW6USocS4HplKpFH5+fsjMzHRciYia5Puk7zF712zccF6H2T+YoGhglif3QC16DCyA3t3+zzafMXfDLZxr0dGVmzJlCm6//XYIggBBELB+/Xp07doV7777rsP16R588EEA5nXsbr/9drz77rs2f+fIzc3FvHnzMHHiRMtDNHFxcejXr1+LfCYiImo6wWRCyeo1uHDHnShf/5vjChIJ/B95BMq1X2GO2++YueN5FFQVOKw2IHQAfh7zM6Z2nwo3sZPBWWEKsOx2YONsQN/ANAQAIJEDt8wD/r0FCOnm3PHrEEmlaP/O2xB7eVn2pUXK8eKjEhzo5oaZ4bfif1lp8K1++N/KxcNApf3rcCvdxgO3vwM8cwx45ihw+2Ig7hbAre3P8kVEdDVjQNdKjh49infffdey/cEHHyAgIKDZ28nMzMSUKVPQrVs3+Pn5QSaTISQkBN26dcNDDz2Ezz//vMGb5vacPXvWarsxaz4A1us+AMCZM2dslqu7v6XaIboe/PPPP9i8eXOT/s03xfbt2zF27Fjk11q4WyQSoU+fPrj33nsxcuRIBAYGWtX57rvvcP/991tGFruSVqt1uCamLSaTCStXrmyBHhERNQ9BELD0n6VYdGARBp02YtZPJrg1kHl4hmgQObwYfnc8i96ff4acsPplvEePRsicORBxrRFqBpGRkfjjjz/www8/IDw8HIIgQK1W4+WXX0bv3r2xd+9eu3Xvv/9+JCYmQhAEVFZW4uWXX0ZISAg6deqEoUOHYsiQIYiNjUV4eDgWLlwInU4HQRAgFovx0UcfufBTEhGRMzRnzyL9/vuRO28eTOXlDsu733ADon5Yg61jIjBuywPYluV4HTgfuQ8WDl6IL0Z9gSjvKOc6ZjICe5YAnw4GsvY7Lh/eD3hiNzBkJiCROi7fALf27RG2YD4gFiNwxgxEf/MN5OER+OrWr/Doze9C32eanZoCcMHJKcmDuwADHgP8O1xRX4mIqHEY0LUCg8GARx99FAaDeTGP2267DQ888ECLtJWWlobly5fjzJkzKC0thV6vR35+Ps6cOYPvvvsOjz/+OCIjIzFz5kyoVA7my65WXFxc7wZ/ZGRko/pVt3xycrLNcnXXkmhsO1FR1r9oFRUVcSF4ojrkcnm9MPtKXbx4EePHj4dOp7PsGzx4ME6fPo3Dhw9j7dq12Lx5My5evIglS5bAza3macXffvsNc+bMadb+NKR228uWNX76js2bN1tNw1X7eERErc0kmPDmwTfxyfFPcPMxE55eb4KkgQG/yvZVCB9WDPHtC4CbX4dX10QM+nolMmv9SqVMTES7NxdBJOalBDWve+65B2fPnsXMmTMhlUohCAJOnTqFYcOGYdq0aXYfMvr1118xaNAgywg8o9GICxcuYO/evdi3bx/S09OtHv6Ry+X48ssvMXLkSJvHIyIi1zOq1Mh78y2k3TMBmuMnHJYX+/ggdP58aD+Zh2npi/DmwTeh1juejeXODnfi1zG/YmzHsc4/aJSfBHw1EvjrdcCgabis1B24dRHw6CYgqJNzx3eC9+23o8MfvyPo6afQNaQ7fhv3G/qE9AEAaIe8giLPONsVU7Y0Wx+IiKj58aq6Fbz11luWddU8PT2xdOnSVu2PWq3GBx98gD59+jg1BWRpaanVtoeHR6OmnQSA4OBgq+2ysjKn2qpbzxGlUgmFQuFUW0TXAzc3N/Ts2RNTp07FZ599hiNHjqCiogJffvlls7Yzd+5cqzB80KBB2LJlC+Lj463KyeVyPPPMM1i71nptgPfffx8ZGRnN2id7Ro8ebfn6yJEjOHnyZKPqf/3115avO3fujE6dGncRlp6ebrmhyPXqiKg56Y16zN41G98nfY+7Dpjw+EZTg7/8e0dVInxIGcRjPwQGP2PZ7x7TDyNW/ALlqJFw79sH7T/4L0R8GIFaiKenJ9577z0cPnwYAwcOhCAIMJlM+Prrr9G5c2ebD9N4e3tj586d+O9//4uYmBgAsPzfevkFAGKxGOPHj8fhw4cxefJkl34uIiKyTRAElG/ajNQ770TxihXm9d0c8BkzBhG//YJv4nJx3x/340SB40CvvbI9lt6yFG8NfQsB7k7OYGXUAzvfBT4bCmQfcVw+ajAwfQ9w4wxALGmwqDYlBeWbNwMActW52Jy+2eHh5dX/xwGAVFxrVJ7EDYejZ0Ar9bKuENjJvJ4cERG1WVc2xpoa7cyZM3jjjTcs2wsXLkR0dHSztyOVSjFkyBDccsst6NGjB8LDw+Hl5QWVSoXMzEzs2rULK1eutJp67vz587jllluwf//+eiPPaqs70s7dvfHzUdetY2/9q+ZqS6OpecKpudbays/PR0GB4znNa6s7IlClUqHciSkb7DEajZZ1OcTVT7EbjcZ6T4HVXbvD0VoedG166KGHMG3atHqhNWD7nGjoPGnonEpOTsaKFSss2zKZDF999RXc3NzsHvOuu+7CpEmTLFNFarVazJs3r9mDQwD11oobO3Ystm3bZnkg4Msvv8T777/v1LGKi4uxfv16y/bkyZPx3XffWZWp/e+U6rO3dh+/Z9aMRqPle3V5FEhFRQUkkoYv/K9nddezbK31LVtLlaEKcw7Owf7cffjXLhMm7Gl4nUzfjmqE9KtE1Z2fwBB3J1D39xOPdvCePx+CVguVXg/oG1jA7hrVWueUs7NcXGt69OiBvXv34osvvsArr7yC4uJiFBUVYerUqVi2bBk+/fRTdO3a1VJeLBbj2WefxbPPPovTp0/j6NGjKCgogEajgY+PD2JjYzFw4ED4+vq23ociIiIruqws5C5cCPXOXU6Vl3XogNC5c3E6EnhszzRklDt+qFMsEmNS10mYfsN0eLh5ON+53JPAuieBXMfhH9w8zWvN9ZsKOJhhQBAElK5Zg7w33wJEIpzyLMXLWR9BpVchzDMM3YO6O9/HWjQyfxyJmo4ul36C+42Pwj3hLsDPyek7iYio1TCgcyGTyYR///vf0Gq1AIA+ffrgmWeecVCr8d544w1MmzbN7miznj174u6778bChQsxf/58LF682HLTLzc31/JUqb2h/nVvEti62e9I3aDN3o2H5mqr9kie5rrJ8cknn2D+/PlXdIyDBw8iNze3yfVFIhGCgoIAAF7VCwarVCqHN2wrKx0sZEzXJKlUCr1eD72Nm6pVVVVW2yaTqVFhdu1zasWKFVbhyujRoxEaGurweE8++aTVWm4//PAD3nzzzSb9u29I3c8vCALGjx9vGQm3atUqzJkzx6mpKr/++mvLz3SJRIKxY8fWW49OrVY324MB1yJb5yPAn1N1GY1Gq2AOAHbt2mU34KT6Dh482NpdcJlKUyW+UX+DLEMmJm814c5DDZ8nAV0q4NdLi/0dnkVBtgeQ7XjtFnLdOZWZmemSdtqqadOmYfz48XjhhRewcuVKCIKAPXv2oFevXpg5cybmzp1b79qiW7du6NatWyv1mIiIHDHpdCj++msULv0UQvX1VENEcjkCp0+H5MHxeOvEh1i3eZ1T7cT7x2PeoHnoGtDVceHLDDpg13vArncBk8Fx+ZhhwN0fAX7Rjg9dUoJL//d/UG3ZatlX9spcqCZLYJCKMGvHLKy9ay185D7O97eWAu8EFHgnYMQNI+Du7d2kYxARkWsxoHOhJUuWYP9+80KyUqkUX375ZYs8+f7aa685VU6hUODNN99EeHg4nnrqKcv+o0eP4vvvv3d6XTyn5+y+wjqubouImub333+32n7wwQedqte5c2f07dsXhw8fBmAOtv7++2/ccccdzd7Huh588EFLQFdYWIhNmzZZTX1pT+3RcjfffDPCwsJarI/OMBqN2L9/PzIyMpCXlwcPDw+EhYVh0KBBCAwMbNW+uZogCDhx4gSSk5NRVFQEtVqNgIAAtGvXDgMHDrQ81NDUY587dw5nzpxBQUGBZSSbp6cnQkJCEB0djfj4eMhksmb8RETOKTeVY4VqBfINuXh8owk3H284nAvsXg6f7ibsi30ZJUo7a5cQtbKAgAAsX74cjz76KJ588kmcOXMGer0e77zzDlavXo2PPvoId911V2t3k4iInKA+cBC58+dDl5rqVHnPYUMRMmcOthpOYfGGCSjW2F6PtDZ3qTtm9JyBB+MftJ4K0pGcY8C6GUC+4+VfIPMCRi0E+jwCOHHfSb3/AHJefhmGvDyr/dH5wAPbTVh5iwQ56hzM2TMHH4740HwvK2kDIJYCnUY5/xmIiOiqwoDORVJTUzFnzhzL9vPPP4+ePXu2XodqmTFjBjZv3mw1Tdsnn3xiN6BTKpVW23VH3jijbp26x2yNtojoyuXl5eHUqVOWbalUigEDBjhdf/DgwZaADgC2bNnikoCud+/e6Nq1K86cOQMA+Pbbbx0GdP/884/VenXOBpF19ejRA1lZWQCAiIgInDhhfwqVt956C4sXL7Zs//bbbxgyZAg0Gg3ee+89fPPNN8irc8EHmB9UuO222zBv3jyn1shbtWoVZsyYYdn++OOPnX5oAwD8/PwsXw8ePLheaFv3+LXdcMMNdo/r6PsDABcvXsT777+P9evXo6ioyGYZNzc3JCYm4tVXX0WvXr0aPF5t5eXl+PDDD/H9998jJyenwbIymQy9e/fG6NGj8eSTT/JhEXKJImMRlqmXoUJfgmd/M2HQ2YbDua9HihHl7YH42KegUka7ppNXOaMApJaLEOfD0autYdiwYfjnn3/w7rvv4o033kBlZSUyMzMxduxYjB49Gh999BEiIyNbu5tERGSDoagI+W+/jbJf1zsuDEAaEoKQV19F+aCuePbAG9iTvcepeoPbD8acAXMQ7hXufOf0GmDHYmDPEkBwYqr9jrcAdy0BfJxvQ5ucXC+cu2z0IQHHY0w4HivG9qztWHlqGSbnppv7o/ABHt/p1Ag9IiK6+jCgcwFBEDBt2jTLdF0dOnTAvHnzWrdTdbzyyitWAd3+/ftRWlpqc40GBnRmTz75JO69995G1UlJScHYsWMt2/3790d8fHyT+2A0GpGdnQ2gZg06pVIJqVRar1zt6eI8PDy4bhFZqTs1lFgsbnCEkb1z6sCBA1blevTogdDQUKf7MXz4cCxZssSynZycfEUjnWypO3Wlu7s7vLy88Oijj2LWrFkAgK1bt0KtVjfY97Vr11q+DgwMxL333guZTFbv35anp2eDn0Fca40CR9/3uiOy3N3dkZubi4kTJzYYXAmCgD///BO7d+/GTz/9hJtuusluWaD+dMIKhaLJfw8SiaRe3aZOW+ro+/P2229j/vz5lmlH7dHr9diyZQu2bt2K559/Hm+99ZbDAO3EiRMYPXq0w2DuMp1Oh/3792P//v2YNWtWvZ/LjWUwGCznyuXvQZcuXfizvAFqtdpqCsL+/fvD09OzFXvUss6Xnsd7e9+DWluCF38xofcF+wGSSSRg6R0SuBmBm3+S4lTBT7j57XWNe8L8OlRSVoGnvz+Kk8UiPBxnwvQ7+rnknDp79myLt3E1kUqlmD17Nh544AE89dRT+P333yEIAn7//Xf8/fffeP311/H888/z5yMRURshmEwo/eFH5L//PkxlZY4rSCTwf+gh+D01Hd9nrsPH6+egyuD4XpC/wh8v93sZt8fc3riH4y4eNq81V3jOcVmFD3Drm0DPB5waNVeb30MPQrV7F9Q7dtp8/8YkAcdjzV/vOPIJHk5PhhgANGXA2snAvzcDUnmj2iQioraPV+Eu8MUXX+Dvv/+2bH/22Wf1boa3tv79+8PPz8+yVpvRaMSZM2cwaNCgemV9fKznwq6srIRarW7UDYr8/HyrbXuLtddtq6CgwOk2APN6bHUDuuZaGD44ONjuOn/OUiqV8L6CecENBkO9mw8SicThDQmJRAIBIlwq0zS5bXJemI8CUknDC0W3NlvnTGNubF0+786ds76o6dixY6OOExdnPb3a2bNnm/0GW92LNbFYDIlEgsmTJ+OVV16BXq+HwWDAqlWr8OKLL9o8hlarxerVqy3bDz30kN2f6878m6xb3h5xnQXHi4uLMW3aNKSlpQEwh4H9+/dHSEgItFotjh8/jtRaU8dUVFRg4sSJOHXqFNq1a+d0O5e/R00hEonq1a17/Maw1Q+TyYRHH30UK1asqNdO9+7dER0dDU9PTxQUFODgwYMoq74xIAgC3nvvPRQWFmL58uV22ywuLsbtt99eb3RiaGgoEhISEBAQAIlEgoqKCmRlZSEpKQkaTc3P18aeA7YIgmA5dy8fy8vL64qDv+uJp6fnFf2f25Ydzj2Mp3c/DYOqAq/+aES3BpYsM4oFfDBGArEJmP6HeV3DhJ0F2Pn0aNzx9d+QuTXvup/XikqdAbO/P4kTxeafX9+miNEvR4O7+rT81Mac/cG2yMhIrF+/HuvWrcNzzz2HzMxMqNVqzJ49G9988w2WLl2KwYMHt3Y3iYiua5qkJOTOnYeq48edKq+4oQfC5s1DarCAp7dPw9li5x5SGddxHF7o+0Lj1m7TVwF/vwHs/wQQTI7Ld7odGP1fwLtp//eLRCK0W7QIqWPGwlhYaNmvkwIrbxJjc2/z7/pT1Ho8nZ8JqyumS/8AG18BRr/fpLaJiKjt4l0dF5g7d67l6zvuuAMdO3ZEenp6g3Vyc3Ottg0GQ7067dq1a7b1bcRiMSIjIy0BHWA/DAsICLAK8wDz4vWNGQmWkZFhtV33pry9/XXrNbYdf39/q6nXrmeXyjQY+va21u7GdWHXSyMQ4e/R2t1wiZSUFKvtxk4zFRUVZbVdVFSEkpISl/y7DQwMxF133YWff/4ZALBs2TK7Ad3PP/9s9TNwypQpLd4/W5588kkUFhYiICAAb775JiZPnlzv/4VNmzbh4YcftvxMLykpwf/93//hq6++ao0uAwAmTJiA4cOHAwBmzZqFn376yfLehg0b0L59e3h6etYLteyFUQsXLrQK5+RyOWbPno0ZM2YgKCjIqqzBYMA333yDF154wfJ3uGLFCtx44414/PHHbR7/nXfesQrnevbsif/97392b/waDAbs27cP69evx7Jly+x8F4iax/as7Zi1YxakKg3+b40RcZfslzVIBLx9jwQCgJd/NFnd+Ol8qAQ7HxqJm77ZCjHXT7Qoq9JDozdi+rdHcDSz1LLfJIgw65ckBPp648bYgNbrIGHs2LEYNWoU5s2bhw8++AAGgwGnTp3CsGHD8Mgjj+Dtt99GQAD/joiIXMmoUqPwo49Q/O23gNHxlJFib28EP/88ZOPuxP9OfIpvDn0DkxOhWaRXJObeOBf9w/o3roMZ+4BfZwDFFxyXdfcDbn8H6D6h0aPm6pIGBKDdW28ha+pUAIAoNgrzbilAir8O3jJvLPLqgcS0VbYrH/4KiLwR6NG4mZyIiKhtY0DnArVHcG3YsAExMTGNPkZ2dna9eseOHWvWdezqjv5oaDrJ+Ph47N2717KdkpLSqIAutc5iwPbq1t1f9+Z/Y9vp2rVro+oTUeOUlpZabTd2lKlSqYRCobAafVRWVuayYH3KlCmWgO7s2bPYv38/Bg4cWK/c119/bfm6T58+6NGjh0v6V1dhYSHCwsKwa9cuxMbG2ixz6623YsOGDRg4cCCM1RfHq1evxgcffNDs04c6S6lUWkaE1B0Z0r59e0RGRsLLy8upUWcHDhzAggULLNt+fn7YunWr3bXlpFIppkyZgsGDB2PQoEGWdepefvllPPDAAza/J7/++qvla39/f2zduhX+/v52+ySVSjF06FAMHToUCxcu5Cg3ajHrL6zH63teh7LCgDmrjYhqYKIBsdSE8pFq6GU+mL3aBKmNe17tjxfi4vQnEfHF5xBdwUjXa0WhSov7P9+PS2UaqLSGeu9rDSZMXXEIq6YNxA0Rvq7v4DWuvLwcBw4cwIULF1BaWgqFQoGgoCD07t273jWCh4cH3n77bUyaNAnTp0/Hnj17IAgCli9fjvXr12Px4sV49NFHW+mTEBFdPwRBQMXmv5C3aJHd9dbq8hlzN4JffBH7tUlY+Ns9yFE7nlJeKpJiSsIUPNbjMSikjRj9r1MDW+YDBz8H4MR6svF3A3e+ByivbPak2pRDBsN/yhQIOh2CX5yFKdmbsTppNd5NfBft3IOBwiwgfZftyqWNe2idiIjaPl55k0VhrSH2gHk0iT0JCQlW2/v27XO6HbVaXW+tpLrHs7f/xIkTVuteObJnj/UiwvbaIaLmoVKprLabMp1v3ToVFRVX1KfGuP322xEWVjNlia3RT5mZmVbTFrfW6LnLVqxYYTecu6xv374YN26cZbuyshL79+9v6a65xMKFC2Ey1SQN3333nd1wrrZOnTph6dKllu2ysjJ88cUXNsvWHo09YsSIBsO5upq63h6RIytPr8Rru1+Db6kB879tOJyTyEyIHFGEwf0G4wWhM6QNPMiuHDGC4RyA7NIqjPt4D5LzVTbDucvEIhF0RiemxSKnnT9/Hvfffz+CgoJw2223YcaMGXjttdfwwgsvYNKkSUhISEBsbCw++ugjCIL1zdWEhATs2rULX375JQIDAyEIAoqKijBt2jQMHToUp06daqVPRUR07dNdvIisJ55A9rPPOhXOyWJiELl8OeTzXsJrZ97B9C3TnQrnegT1wNq71uKZ3s80LpxL2wl8ciNw8DM4DOc8AoF7VwATv2nWcO6y4JdeROj/zYFYocDdsXdj5e0r0U7ZDpBIgXu+ApR11kJ39wMe/BEYNqvZ+0JERK2LV98EwBzO1R1t1tD6RLfddpvV9vbt251ua9euXTAYam509OrVCyEhITbLhoWFWY1MMRgM2L17t9Nt1e3X7bff7nRdImq8ugFdU8KJugFd3WO2JIlEgkmTJlm2V69eXW808bJlyyyBkFwuxwMPPOCy/tU1YMAAjBw50qmyo0ePtto+duxYS3TJpS5cuIA//vjDsp2YmNion/MTJkywmlZ1/fr1DuvUXUOVyNUEQcCHRz/EO4ffQViRgIXfGtGuxH55icKIyJsK4T5iPDDxW/T7v5+hn9obOhsDOwOfeRr+Dz3Ycp2/SqQWqDDuf7uRVWJ/NgkA8PNww/ePDUS/aOdDe2rY2rVr0bt3b6xduxZ6vR6CINh8paWl4bnnnsOwYcMs64rW9uijjyIpKQlTpkyBSCSCIAjYu3cv+vTpg5deeqlRD/wREVHDBJ0OhZ99jtQ7R0O9Y6fD8iK5HEHPPYvodb9gc0AO7l53NzakbXBYz9PNE68OeBUrb1uJOD/by6TYpK0Afp8JrLjLuRFoCROAGQeBbmOdOrw+JwcZU6agqvpB9GP5x3Asv+FrrbrrokvFtX4x8woBJnwNiKpnE2nfF3h8FxDn3HUfERFdXRjQuUBpaandi0t7r23brNcGi4qKqlemOae3XL16tdUIhJCQkAanrLz11lutbqLv27cPSUlJTrW1fPlyq+3aozpsqfu+s+v5JCUl4cCBA5ZtT09PjBo1yqm6RNQ86l54tFSd5lR7Cqzy8nKr9dEuT5d12dixY1t1Xcs777zT6bJ1f6ZfC0HTli1brLYnTpzYqPoikQiJiYmW7QMHDkCn09Ur16VLF8vXe/bswdq1axvZU6LmYTQZsWD/Anxx8gtE5guY/60RgeX2y7t5GBB9cyEUI6cAYz8FJG4AgF4vfAfxjMGoqrXUnP/kSQicPr2FP0HbdyanHOM/2YN8Vf2fBbX5ygQsf7gHEtr7uKhn177t27fjoYcesgrPxGIxOnXqhEGDBqFfv35WI5gvh272riX8/f3x1VdfYefOnUhISIAgCNDr9XjvvfcQHx9vNX0xERE1jfrgQaSOG4+C//4XglbrsLznsKHo8PtvUD9wOx7b/iRe3/s6ynUN/DJTbUTECKwbsw73d7kfErHjafAtUraYR80d/tpxWWUIcN8qYMJXgKdza5eWb9yI1LHjULlvP7JnzcLKQ59hysYpmLV9FoqqipzvZ13Rg4GbXwcGTAem/An4RjT9WERE1KYxoCPk5eXhjTfesNp31113NXiT3MPDAxMmTLDat3jxYodtnT9/Hr/88otlWyqVOhx98uCDD1qtQ/Tzzz8jOTnZYVt1+/Ovf/2LU40RtbC664k1tJalPXXr1D1mS7t8I/Cy2g8FbN26Fenp6Zbt1l7PpjHratYNEm2NOLja1B1RHRwcjPT09Ea9PDw8LPU1Gg1ycupPq1P7/ymTyYSJEyfijjvuwKpVq1BcXNxyH5CoFp1Rhxd3vogfz/+IjtkC5n1nhG8Dg4BkXgZE3VwI2Z0vAHe8A9SZtrL79C8Rt/IbSPz94TNuHIJffrnVH5BoC87mlqG0yv6UlgAQIBfwbIIRMQEeDZajxpkxYwYMBgNEIhFkMhn+85//ID8/H0lJSdi9ezcOHDiAwsJC7N27F0OGDAFgDul27NiB1atX2z3u4MGDcezYMbz99tvw9PSEIAj/z959h0dVbQ0c/s2kd9IJgSSE3pv03gSRLgqCSJEiIqKAIr2K5WLhkyLSBZSOoIgCUqS30HtJ6CGB9J6ZOd8fAwNDJskkpMJ6n+c+N+fM3mevozEzc9bea3Pr1i26du1Kx44duXXrVl7dohBCvDA0Dx9yd/Tn3Hy3DynXrmXa3tLLC99Zsyg6dzbLIv+m66auHAk9kmk/TztPfmj2A//X4v8o6lA00/YGiVGwaSiseAOizfg7X60nDD0M5c2bAKmLj+fuuHHc+fgTdDH6BGPqzVskfD0LraIlLDGMz/d+jlaXQV3xzDQcDq99BZbWmbcVQghRaJkobiMKq0uXLnH58mU6dOhgdp/Q0FA6dOjA/afqg1tbWzNmzJhM+06ePJlVq1aRmpoK6FfGdenShY4dO5psn5SURL9+/YxWJ7z33nuZ7p1UpkwZ+vTpw+LF+hlPKSkp9O3bl3///TfdhNumTZuMVrlYW1szadKkTO/pZeLjYsvez5rndxgvBR+Xlycx/CIk6ECfeDtw4AAAu3btIiQkhICAAMPfIYASJUrQqlWrPI/taVlZvWdlZWV0/Phvd2H27EPVZyeOZEdERAQBAQFG5z788EPWrVtntG/f1q1b2bp1KyqVikqVKlG/fn0aNmxI06ZN0/QX4nnFp8YzfNdwDt87TMUbOkav02GXwQIvmyKp+DV7iGWn6VB/aLrtnKq/gu3aNVh6e8u+c8Cey+GM25jxHmXedgofVtTiLM/KctTx48e5cOGCIUm8fv162rVrZ7JtvXr12LlzJy1btmTv3r0ArFixgh49eqR7fQsLC0aNGkWPHj0YNmwYmzZtQlEUtmzZwiuvvMLEiRNz/qaEEOIFpOh0RK1dR9h336EzZ8KfWo1b73fwGDaMs4nXmLylO1ejrpo1Vvdy3RleczhO1k5ZC/LS3/DnxxB7L/O2TsWgwywoa361JW10NCHde5Dy1MTNx5qeVTgZqGN/JTWH7h3i5zM/M6TaowoFJ3+D4rXBo7R5A8nEKSGEeClIgu4Fcu/ePTp27EiVKlV455136NKlC2XKmK7LHRsby7Jly5g+fbpRcg5g/PjxBAYGZjpeYGAgw4cPZ+bMmYZz3bp147vvvmPQoEFYWz95cnHhwgUGDBhgeOAN4O7ubnbSbMqUKWzcuJHISP0mKwcOHKBVq1YsXLjQqPRYcnIyP//8MyNHjjTqP3LkSKN9hgRYWqgp4SYzv0XOcnExLvUVHh6epf5xcXFpEnRFihR53rCyrHv37gwfPpz4+HhDWcuPP/7YaAVwnz59UOfzA+38Hj+/PXz4HGVj0hEbG5vmnI2NDTt27GDEiBEsWrQIrfbJTFhFUTh79ixnz55lwYIFAFStWpW+ffsyePBgoxV6QmRHZFIkH+z4gLMPz1Ljqo6RG3VYZ7DAy849hRLNIrF44/+gZu9Mr2/l65uD0RZeW8/c46NVJ0jVKum2qeTjyDvFo7CXb1A57vjx44afa9eunW5y7jFLS0vGjh3La6+9hqIoRv0zUrx4cTZu3MiWLVv48MMPuXHDjL2IhBBCAJB08SKhk6eQePKkWe1tq1bFZ/IkNKX9+CpoFqsvrUYh/ffZx0q5lGJSg0nU8KqRtQATIuDvz+H0avPa1+wDr04D26yVq7ZwccG2ahWTCTqAgf/ouOyrIryIinkn51HDrSL1gtbCieXgVQkG7ABr+Y4ghBBCT75evoDOnDnD6NGjGT16NC4uLlSuXBkPDw+cnJyIi4vj1q1bnDp1Co0m7dOdQYMGMWHCBLPH+uqrrzh37hxbt24F9Csyhg0bxrRp06hZsyZOTk5cv36doKAgFOXJBzFra2s2btyIj4+PWeMUL16cDRs20KZNG8MKvP3791OxYkVq1apFYGAg0dHRBAUFpUkItG/fnmnTppl9T0KI7Ht2UkBWH3w9297NzS1f9nhzdHTkzTffNKzEXbp0KZ6eniQlJQH6vcv69euX53EJY6b2i3teT79XPc3BwYH58+fz+eefs3z5cv78809OnDhh8r309OnTjBgxgpkzZ7JixQqaN5fVyiJ7QuNDGbR9EMHRwdQ/r2PYHzosdem3T/BJRdcyAYuuS6Gi6YoGIq01x27x+frT6DJ4Zlgv0I0fupbn8P7/8i6wl8jT5YJLlzZvZcHTEwofT+Iz1+uvv06LFi2YNm2a0aRCIYQQaeni4wn/cTYRy5eDNvOSjWpnZ7xGfEKRN99k1509fLFpGGEJme9/baW2YnDVwfSv3B8rC6tM2xu58Af8OQLizdhn28UPOv4flMr+Z/SiEyeSeOIkqSbKJN/0BN2jxW8KCgf/GUm924+2aQk7B399Cp3nZHtsIYQQLxZJ0L3goqOj2b9/f6btHBwc+P777xk4cGCWrm9hYcGaNWsYMGAAq1c/maUUFhbG33//bbKPl5cXy5Yto3Hjxlkaq1mzZmzcuJG+ffsaknCKonDs2DGOHTtmss/bb7/NggULjPawE0LkngoVKhgdX71qXvmSx65fv250nJU91nJav379DAm6GzduGE1eaNKkiVkrjV9GWjO+tOcUDw8PLl++bDi+e/eu2RM/sqtkyZJMnDiRiRMnEh8fz9GjR9m/fz///fcfe/bsITk52Siedu3asXv3burWrZurcYkXz/Xo6wzePpjQ+FCan9Ix+C9dhptHJ/ilMvgtG6wtbJkTn0oW55y/tBbvC2bqn+czbNOqgheze9YkJTE+j6J6+Tw9GefZzwLpeXpP2Oystrezs2PGjBl5+r4lhBCFiaIoxO7Ywf0vZqAJDTWrj3PHDnh/9hkR9jpG/DeKHTd3mNWvlnctJtWfREmXklkLMv4B/DUKzm3MvC1A7YHQahLYZLFs5jMsHB3xnfk/Qnr2MiQtdSpY20jNxgYqdGoVdmorJjyMokPUTePOJ1eAXz2zKh0IIYR48b3ctbFeMBUqVGDs2LE0bNgQOzs7s/qULVuWGTNmEBISkuXk3GOOjo6sWrWKtWvXUq9evXTbubm5MWTIEM6ePUvbtm2zNVa7du04e/Ys77//foaraurVq8e6dev49ddfcXBwyNZYQoisq1y5stHx6dOnSUhIMLv/sxMKnr1eXmrSpInRisCnZ+f3798/P0LKM5aWxvN3TK0SS09WVzE8D29vb6Pjp5N1ecHBwYFmzZoxbtw4/vnnHx4+fMjPP/9slCRMSkpKU3ZZiMycfXCWPlv7EBofSrsjOoZkkpxLDExhcHcbki1VdP1XR+qg8Rz9++c8i7cwUhSFH3ZczjQ517WmLz+9UwtbK5nslZtq1qwJ6P+9HD58mO3bt2fYXqvV8tVXXwH6Ve01amQ/JS0T+YQQIq2U27e5/f4Q7gz7yKzknHXJkvgtXYLP11+x4eFOOv3eyazknJO1E1MaTGFxm8VZS84pCpxdD3PqmJeccy0JfbfA6zOfOzn3mF21angOGwaAVbFiPPj2Y9Y3UqNTqyjlUorf8KVDVDol+f8aBaFnciQOIYQQhZusoCugmjVrlm6ZrfR4e3vzxRdfAKDT6bhy5QrXrl3jzp07REVFkZSUhJ2dHa6urvj4+FC7dm08PT1zLOZu3brRrVs3goODCQoK4u7du8THx1O0aFH8/f1p2LBhjpSQ8fLyYt68ecyaNYv9+/dz48YNQkNDcXBwwNfXlxo1alCyZBZnXQkhcoSPjw9Vq1bl9OnTgD6xs2/fPl591bxNt3fv3m10/Nprr+V0iFnSt29fxo0bZ3TOycmJbt265VNEecPZ2dnoOCoqyuy+586dy9JYqufY/LxBgwZG+wJu27aNpk2bZvt6z8vBwYGBAwfSunVrKleuTHy8frXNgQMHCAsLw8vLK99iE4XHoXuHGL5zOAmp8byxX6H73gxqWgLJZZMY2NmeFAs1b+zT8fox/efHxM++52BcHPW7jciLsAsVnU5h+pYLLN4fnGG7vg0CmNi+Imp19v9OCfPUrl2bMmXKcPXqVRRFoXPnzkydOpUBAwak2d/22LFjfP7550afGXr27JnHEQshxItJSUnh4ZKlPJg3D+VRef+MqKyt8RjyPm7vvUdwwi2m/N2XE2EnzBqrbUBbRtcZjYedR9aCjL0PW0bAxT/NaKyCekOgxXiwzvnJ2+4DB4Ciw7VXL0o7O9PrSCSxKbGMqzsO+9Qk+KkxxNxO21Gn0SfoilbJ8ZiEEEIULpKge0Gp1WrKlStHuXLl8nzskiVL5kmCzNraWvb1EaIA6tKliyFBB7BkyRKzEnQXL17k8OHDhmMHBwezE3u5pU+fPkycONGo/FX37t2xt3+xN/V+NpF0/nzGK0yetmXLliyNZWNjY3T8dInIzLRp04ZPP/3UcLx8+XImTJiAra1tlmLIaQEBAbRo0YI//vgD0K8ICQkJkQSdyNSOGzv47L/PSNWm8M4uHR0PZzJZq2ICA9s7kGKhpu0xnVEyzy4FLCYt4Jq1D6U6vp3LkRcOGq2OsRvPcPNhAoeCIzJs+1GL0nzSuuxzTSIQWTN79mzatWuHTqcjMTGRzz77jDFjxlCmTBnc3d1JTU3l+vXrPHjwwKhf/fr16d37xS4T1qNHD6PtBAD8/f2Nynxm5Hl/j4ODgwkICHiuawghCr74I0cInTKVlGvXzGrv0LgxRSeMR/H1Zt6ZBSw8sxCNLvPKGz4OPoyvN54mxZtkLUBFgdOrYetoSIrKvL17aeg0R19O0uwhFDShoViZWTZfZWGBx5AhhuNPX/kUtUqt/7trZQ9vLoUlr4Eu9UknZ1/otgT8pAS+EEIISdAJIYTIYb169WL69OmGpNaGDRu4cuWKUblIU77++muj47feeivfEy2+vr4cPnyYxMREw7myZcvmY0R5o2rVqlhYWBj+HW7duhWtVptpGbD79+/z889ZK6v37L5B9+/fz/R35bEqVarQtGlT9uzZA8CtW7eYMWMGU6dOzVIMueHZMqHPJiKFeNb6y+uZemgqilbLwH90tD6ZcXLOo3IMLk28aKzVkHReR//taVfaWWshZcwXRCv2uHTqlFuhFwrJGi3Dfj3BtvP3M207rl0FBjaRfUbzWuvWrVmyZAmDBg0i6dGqDY1Gw8WLFw1tHlcYUalUKIpC7dq1DZMhXlSbN29Ok5wTQoicpImIIOyb/xH9++9mtbf08sJ77Bic2rTh+P3jTNk8lJCYkEz7qVVqepbvybAaw7C3yuKEx5i78MfHcOWfzNuq1NBgGDQbA1bmbf8CoImM5N648SSdOUPJTb9j4erK5mubqetTl6IORc26hoX6me9LJWrDq9Ph79H641ItoOsCcMjiqkEhhBAvLNmDTgghRI4qU6YMffr0MRynpKTQt29fw8M2UzZt2sTSpUsNx9bW1kyaNCk3wzRbrVq1aNSokeF/L8MqKHt7e+rXr284Dg0N5ccff8ywT1xcHG+99RbR0dFZGqtChQpGxzt37sxS/y+++MJoZcC0adOYPXt2lq4BcPjwYU6cSFuO5+bNmyxbtixLK/vu3bvHjh1P9tywtrYmMFAe9gvTFEVh0ZlFTD44GZVGy7A/Mk/OedWIxvPVslgP+Jev39xK5wsZNFarsXBzz9mgC5mEFA39lhzNNDmnUsFXXatIci4fvfPOOwQFBdG1a1fDpBBFUQz/e8zPz4+ZM2dy4MCBDPelLuyioqIY8tTKDCGEyEmKTkfk2rVce62deck5tRrXd3sT+NcWlOb1mXJwCv3+6WdWcq6cazlWtlvJ6Dqjs5acUxQI+gXm1DUvOedZHt7bAa2nZik5F3/wIMEdOxG3cyea8HBujx3D+H3jGL9/PKP/G03q0yvgsqruYKj8hj5h2GudJOeEEEIYkRV0QgjxErl9+zYaTdqyI6HPbPyt0WjSLZvk6OiY6cOwKVOmsHHjRiIjIwH9HlytWrVi4cKFlC9f3tAuOTmZn3/+mZEjRxr1HzlyJP7+/ubcksglAwcOZN++fYbjUaNGoVKpGDp0qNHqMEVR2LFjByNGjODs2bO4uroa/r2bo2nTpoaVEABz5szBwsKC9u3bU6xYMaysrAxtLS0tKV68uFH/hg0bMnnyZKOE7rBhw9iyZQujR4+mSZMmqNVp5yMpisKlS5f4448/WLt2LUePHmXJkiXUqFHDqF1ERAR9+/bls88+480336RLly40aNAAO7u0X/gf/7P48MMPiY2NNZzv2rUrTk45sxm9eLEoisK3x75l2fllWGkUPtmo45WrGSXnFIrWjsa11SvQ41ewccLK3o2Wy/9mR7+2+F16ZhWdSoXv/77BsXGjXL2Pgiw6MZU+iw9z8lbGkwesLFR837067asWy6PIRHrKly/PunXriI6O5tChQ1y7do2oqChsbGzw9PSkZs2aVKpU6aUoPzpy5Eju3r0L6PfAffq9Jbvq1q3LqlWrstTn2fdeIUThl3TpEqGTJpN48qRZ7W2rVMFnymRsKlTgnxv/8NXhr3iY9DDzfha2fFD9A96p+A5WaqtM2xuJugl/DIdrZkzgU1lA4xHQ5FOwNL9yhZKSQviPP/Jw4SJ9MvCRxN3/kWythlpqgsKC+PHEj4yolc19fVUqeGOR/v+FEEKIZ0iCTgghXiKNGjXixo0bmba7c+dOuntJ9unTh0WLFmXYv3jx4mzYsIE2bdqQkpICwP79+6lYsSK1atUiMDCQ6OhogoKCCA8PN+rbvn17pk2bZuYdidzSq1cv5s2bx6FDhwDQarV8/PHHTJs2jXr16lGkSBEiIyM5fvw49+/rV6VYWlqycuVK2rVrZ/Y4AQEBdO3alfXr1wP6FZczZ85k5syZadqmt9/OxIkTCQ8PN1o59/fff/P333/j4uJCjRo18PT0xMrKipiYGMLCwjh//jxxcXFmxxkWFsacOXMMCcTy5cvj5+dnKNEZHh7OqVOn0vw+e3l58d1335k9jnh5aHQaJh+YzKZrm7BJUfh0vY6qIRkk51QKvvUjcW7dErotBqsnJYAt3ErQ+pd/+ef9tgSceLLas+iUyTi3bZubt1HgrTp6M9PknK2Vmnnv1KJ5uRd/hXRh4uLiQps2bfI7jHyzY8cOFi9eDOjfX6dOnconn3zy3Ne1tbWV/eSEeInp4uMJnz2HiF9+gaf22U6P2skJrxGfUOSttwhNDGP6zg/57/Z/Zo1V36c+E+pNoIRziSwGqYPji2H7JEgx4/O6dxXoPAd8qmVtHCBi+QoeLlho8rXe/+o476filqeKJWeXUMurFk1LNNUn8k4sh0pdwMbMSXiSnBNCCJEOSdAJIYTIFc2aNWPjxo307dvXkLRQFIVjx45x7Ngxk33efvttFixYkOleZyL3WVhYsGbNGl599VWj/X8ePnzIli1b0rS3t7dn+fLlvPbaa1ke6+eff+bOnTuGZGB2/Pjjj9SuXZthw4YRExNjOB8dHc3u3bsz7a9Wq3FxcTFrLK1Wy7lz5zh37lyG7SpWrMimTZvwMXOTefHySNIk8el/n7L71m7skxTGrNFS7k767VVqBd+GETi16wodZ4NF2o/wapeitFkZRPgPPxDx8wI8R47A9a23cu8mCoE7UYmsOnIrwzZ21hYs61eHOiXd8igqITIXHx/PwIEDDccjRoygevXq+ReQEKLQUxSF2B07uP/FDDTPVE9Jj3OHDnh/9ikqdzdWXvyN/zvxfyRqEjPt52rjyqe1P6V9YPusr3aOCIbNwyBkb+Zt1VbQ9DNo+DFYWmdtnMexvtOL6M2bSb50Kc1r1loYskXL2D4WoFIxdt9Y1r66mGI7psGFP+D6blkZJ4QQ4rnJHnRCCCFyTbt27Th79izvv/9+hmUx69Wrx7p16/j1119xcHDIwwhFRkqUKMGBAwf4+OOPTZZ0BP1M/LfffptTp07RtWvXbI3j5ubGnj17WLlyJT169KBSpUq4ubkZlbc0x7vvvsvNmzeZMWMG5cqVy7S9ra0tLVq04H//+x83b96kS5cuadpUqlSJrVu3MmzYMCpVqmSyXOazatasyZw5czh16hSlS5fO0j2IF19sSixDdgxh963dOMcrTF6ZSXLOUkeJpg9x6toPOs01mZx7TK1W4z1iBH6/LMPjqYf7L6Pr4XG8Oe8AwQ/i023jbGvJ2sH1JTknCpwxY8YYVowHBgYyefLkfI1HCFG4pdy+w+0hH3Bn2EdmJeesAwLwW7IY3/99w1WLh/T6qxdfH/3arORcx1Id2dR5Ex1Kdchack6ng0M/wbwG5iXnfKrD4D36BF02k3MAahsbfL+dicrWNs1rNzxh7usWhgRcQmo8p9e8pU/OAZxdD0dNr74TQgghzCUr6IQQ4iWS3r5yWaU1oxzKY15eXsybN49Zs2axf/9+bty4QWhoKA4ODvj6+lKjRo10y2nmhqVLl7J06dJcu/7Zs2ez1D4r/04mT56c7Yd0AQEBhn3essLV1ZXvv/+eGTNmsG/fPq5cuUJUVBSurq6UKFGCxo0bp1l5lp1xLCwsaNeunaE8ppOTU7ZWUrq4uDBmzBjGjBnDvXv3OHLkCGFhYURERKDT6XBycqJo0aKUK1eOcuXKYW2d8Rd6Kysr2rZtS9tHZQJjYmI4d+4cwcHB3L9/n/j4eKysrHB2diYgIIDq1avLijmRrgeJDxiyYwgXIy7iHqMw/jctvhHpt1db6fBr+hC7bqOg6WizZ2g71KmTQxEXTufvxvDu4sM8iEtJt42HozWrBtWntJdjHkYmROYOHDjAnDlzDMfz589Pd5KMEEJkRElJ4eHSZTyYOxclKSnT9ipra9zfH4z7gAEkq7V8d/w7fjn3C1ol8+9+xR2LM7H+ROoXq5/1QB9chU1D4ZYZ1TQsrKHZGGjwUYaTlrLCpnRpvD//nNCnvmdtraViRQs1qZb6z17FrJyZeTuEKgnPlNz8ewz41gTfWjkSixBCiJePJOiEEELkCWtra5o3b57fYYhssrOzo3Xr1rRu3Tq/QzGbj48PnTp1ytFrOjs7U79+ferXz8bDB/FSuxN3h0HbBnEz9ibeEQoTVmnxymBrNAsbLW4tIphXozIfNh6BtZRPMsvxGxH0W3KUmCRNum18i9ixalA9SrjZ52FkQmQuOTmZ/v37o9PpAP2+v61atcrnqIQQhVHC0aPcmzKFlKvXzGrv0KgRRSeMx9rfnwN3DzDt4DRux93OtJ+FyoK+lfoyuNpg7CyzOJlAp4WDc2DXF6DJPIFI8drQaQ54Zl4pI6uKdH+LuH17STwehM+XM1A7nST1rH7f9Wa+jZl+fh8uzybnAHSpsKavfjWfvazIF0IIkXWSoBNCCCGEECIXXYm8wvvb3ycsMYwS4fqVc67pV17E0l6DZ/NIhpZ147TykGu/vc7/um3A3tYp74IuhPZeCWfQL8dJTE1/pn85byeWv1cHL+e0paxE/vnvv/8MP9erVy/T1c25ITk5mcOHDxuOmzRpkucxTJ48mUuP9kHy9PTk22+/zfMYhBCFmyYigrD/zSR640az2lt6euI9bixObdoQmRzJzL1j+eP6H2b1rexemckNJlPOLRsJs7CLsOkDuHPcjCBtocUEqDcE1LmzV7lKpcJn2jSU1FSsvLz4UNeIsw/O0si3EX0q9UFV8RQsehW0yWk7x4fDvZNQqkWuxCaEEOLFJgk6IYQQQgghcsnJsJMM/XcoMSkxBN5TGLdKi1MGk8StHDV4t4zko5KunLa1wUKr0GD1Hbava0LL5TtwdHLPu+ALkb/PhvLRbydI0erSbVO9RBGW9qtNEfu8T/6IjDVr1sywV1FwcDB+fn55HkNoaKghDpVKhUaT/irM3BAUFMTMmTMNxz/88APu7jn/3/vNmzfp168fR44c4e7du8THx+Pq6oqHhwc1atSgSZMmdOvWDTc3WQkiRGGi6HRErV9P+Mxv0UZnsET/MbUa11698Bz+EWoHB/64/gf/O/o/opKjMu1qZ2nH8JrD6VGuBxZZTZhpNbD/B9jzNWjTL0Vt4NcAOs0G91JZGweI+ftv7KpUwcrX16z2lk/tmW6ptuTnV39GrXq0/3Sx6tDuG/hjuHEnt1LQfTl4V8pyfEIIIQRIgk4IIYQQQohcsf/Ofj7Z/QmJmkQq3FQYvVaLfQbPomxcUinaIppP/IpwzM4WlU7hwz901LyuAEn891YL6q/Yiqt7sTy7h4Luz9N3CY9NZtqf59FlsP1lg1LuLHj3FRxs5OtPQaUoiiFJl99x5DWNRkP//v0NScG2bdvSs2fPXBkrODiY4OBgo3NhYWGEhYVx/vx5Vq5cyYgRIxg4cCDTpk3D0VH2aRSioEu6dJnQyZNJPHHCrPa2VapQdPIk7CpV4lbMLaZu/4RD98zY/w1oWrwp4+qOw8cxG3suh57Vr5q7dyrztlYO0Goy1B4AanWWhtHFxxP6xQyiN2zArlYt/H9ZhgYdv178lbfLv421hXkTdQzJucdq9oGbh+DUb/rjip2h449g65yl+IQQQoinyTdUIYQQQgghctjW4K2M3TcWjU5DtWs6Pt2gwzqDBTm2bin4vZrMRA9HDtjbgaLw3jYdDS88SRaUDE7h9Nudabj6H6NZ3i+rxfuCmfrn+Uzbta7ozY9v18DWKnfKYomcURCSc/nlq6++4tQp/QNrBwcH5s2bl6/xxMfH88MPP/DXX3+xYcMGKlXK+ZUhYWFhhIeHZ6nP1atXjY7j4uKIiYnJybBMio+Pz/BYiKzKqd8pXUICsQsXEvfbKtCmX975MZWjI84fDMGhSxcSVQpLjs1l0YVFpOgyX8nmZuPGJ9U+oXmx5qh0qqz9t6dNwebwbKyP/IhKl/nqZE2JhiS++g2Kix/Emdj3LQMp5y8QMWEC2lu3AEg8fpxL385gUvmznI88T3BEMCOqjcjSNY00mYzDvTOkVnyTlBr9IAVIyf2/Q5mRv1Mip8nvlMhp+fU7FZfF95H8IAk6IYQQQgghctCqi6uYcXgGCgp1L+oYvkmHZfqVF7H3TKb4a1ZYDPiT3lf/Yu/FRbTZB6+eSLuSx+tmLDd698Zv0SKsvL1z8S4KLkVRmLXjCj/8eyXTtl1q+PJNt6pYWWRt9r3IewVlBV1eO3/+PNOnTzccT5s2jYCAgBwfx9LSkkaNGtGqVSuqVq1K8eLFcXJyIi4ujps3b7J3715++eUXwsLCDH0uX75Mq1atOHToEP7+/jkaz9y5c5kyZcpzXePIkSOEhobmUERZG1eInJSd3ymHc+fw2rQZK3PKWQIx1asT3v51tE5O3N75K78n/E6ozrz/fl6xfoU2Nm1QXVax+/LuLMXpkhBCjRsLsEm6lWnbVLUt53x7cMO9OQRdA66ZP5BOh+vevXj8sw3VM8lKzZJf0bxjAcVVrL++HqtQKypbV87SfTxNVWwkSrQF7N6d7WvkNvk7JXKa/E6JnJZXv1M3b97Mk3GehyTohBBCCCGEyAGKovDT6Z+Ye3IuAE1P6xjylw51BhXzHHySKN7eCXX/zeAaQHmvCiyOSSX6+LJ0+2jDH6CLjYWXMEGnKArT/jzP4v0hmbZ9t74/kztUQq1++ZI+hdHj5Ny6devw8PDI8/EfPHiQ52PqdDree+89kpOTAahVqxYfffRRjo8zffp0Bg4ciJeXl8nXq1evTseOHZk2bRpTpkzh66+/NpT6DA0NpWvXrhw7duylTKAKUdBYRkbitWkzjhcumNU+xcOD+106k1i6NMlKMjsStnAo5RAKmZfz9VR70sm+EwGWAVmOU61LpVzo75S+vwU1GcxSeuS+UxVO+fUj0Tr7f/8dLlxIk5wDsFDgo81aPu1vQaKtio0JGylqURQPCw9QdBSPPMRt1/pg5t84RSUr8oUQQuQcSdAJIYQQQgjxnHSKjq+PfM2vF38FoM0xHe9tz/iBlFOJRHw7FkXV93dwKmo4X7rt5wTHaQmfsQKnBOM+Knt7Siz4GZvSpXP6FgqF//v3ilnJuQ+bl2bkq2UloVDIKIrCp59+mm/jq1SqPN2DbtasWRw6pN/3ydLSkoULF2JhkfMPfseNG2dWO1tbW7788kuKFy/Ohx9+aDgfFBTEb7/9lmv74gkhzKDV4rp3L+47/kWdmpppc52lJRHNmxHZtCmKlRUXUy/yR8IfRCuZr7izwIImNk1oatsUS1XWHxu6xl+jxs0FOCXdzbRtqoU9Z317ctOtsdkJMpPUakK798D/hx+wSEpK87J7DFS+oXC0nIpkklmdsJoPbXpQ/8YCPOPOY5MazTXv17I/vhBCCJFNkqATQgghhBDiOaTqUhm/bzx/Bf8FQOcDOnruyTg551IyAZ8upVG9sxbs3dK8XrLbOCztbLk9bSlFovT7taisrCgxZzZ2Vavm/E0UAikaHWfuZP5gccxr5RnctFQeRCRyWl4nyEyNn1euX7/O+PHjDccjRoygevXqeTZ+RoYOHcq2bdvYvHmz4dzcuXNzNEH3wQcf8Oabb2apz9WrV+ncubPhuE6dOlSoUCHHYkpPfHy8URmmOnXq4ODgkOvjihdXVn+nkk+cIOrrb9Bcv27W9W3q1qXIZ59SokQJHiQ9YNbpWey8s9OsvlXdqvJZjc8o6VzSrPZGUhOxOfAt1lcWoFIyXzWXGtiKpJYzKOXkQ069ayc4ORH5zKSEMBf4v44WXC7+5G98kiqWcre+xjNOX+az0r01lGzcDa1vnRyKJG/J3ymR0+R3SuS0/PqdumDmivP8lC8Jul9++SU/hs3Qu+++m98hCCGEEEKIQiZRk8iI3SPYd2cfKAo9d+vofCjjBINr2Ti836iBqsevYOOYbrsSr4/Eu2ZPbg0YSEpwMMW++xaH+vVz+hYKhcQULe+vOM6ey+HptlEBM7pW4e06fnkXmMgx+ZmYy+sYFEVh4MCBJCTol8gGBgYyefLkPBnbXGPGjDFK0B06dIioqCiKFCmSI9f38vJKt+SmuRwdHXF2ds6ReLLCwcEhX8YVL670fqc0kZGE/W8m0Rs2mHUdS09PvMd8jtNrr6GgsOHKBr479h2xqbGZ9nW0cuSTWp/QrWw31Kps7Nt64yBsGgoRZuwbZ+cKr32DVZU3scrhiRHOb3RFF3Sc6PX6f2ZhDcvxaZ2rJNo+GaeWbVG+uXICL82TlYgqRYvDXx/C4L3g6JmjMeUH+Tslcpr8Tomclle/U46O6X/fLijyJUHXt2/fAlduRhJ0QgghhBAiK6KTo/nw3w85GX4SlaLQ/x8dbU5k/IDfo1IsHm82RdVtMVjaZDqGtY8P/iuWkxgUhFPLljkVeqESk5TKe0uPcjQkMt02ahXM6lGDDtWK5WFkIqcsWbIkv0PIUwsWLGDnzierWebPn4+dnV0+RpRWnTp1cHV1JTJS/9+dVqvl/PnzNGjQIJ8jE+LFp+h0RG/YQNj/ZqKNznzlOGo1rj174jn8IyycnLgefZ0pB6YQFBZk1nit/VvzeZ3P8bLPRtI8JR7+nQqH54MZ+9pRoQO0+xaccm8f3aJjx5J84SKu7/ambMcO1Px3KPvv7gdgQJk3GbpzLpYaE2VCY+/B+veg90ZQyz5zQggh8ka+lrgsCLMkIW9LmQghhBBCiMIvLCGMwdsHczXqKmqdwpAtOpqezfizrVe1aNzfagedfwIL8z+GW7q6vrTJuQdxyfRZfIRzd2PSbWNloeLn3q/QvPzzrcYR+adPnz75HUKemjRpkuHndu3aUbp0aUJCQjLsExoaanSs0WjS9ClWrBjW1tY5EqNarcbPz8+QoAMID09/BasQImckXbpM6JQpJAaZl1yzrVyZopMnY1e5EinaFH4+NY8FpxeQqst8nzovey/G1x1Pc7/m2Qs2+D/YPAwiQzJva+8Br8+Eip2fb685M6gdHAhYtxaVWr8ScEbjGQzaNojhNYfTuHhjcCgLGweb7nz3JDy4Al7lczVGIYQQ4rF8TdAVhD0GCkqSUAghhBBCFA43Y24yaPsg7sTdwVKjMHyTjrqXM/pMqVD0lWhcW9bg97v7cTj/K62rSPWGzNyLTqTXwsNcD49Pt42DjQWL+9SmbqB7HkYmxPNJTEw0/PzXX39RsmTW93q6c+dOmn4nTpzI0X3snl3V93TcQoicpUtIIHzOHCKW/QIaTabt1Y6OeH7yMa49eqCysCDofhBTDk7henTm+9SpUPF2+bcZVmMYjtbZKP2VHAvbJ8Kxxea1r/wGvPYNOHhkfSwgbv9+IpYuo/jsH1HbZF59ADAk5wDcbN1Y02HNk9Kd1XrAjQMQtMy4U9Gq8NYv4JaN/feEEEKIbMrXBB3A//73Pzw8svcm/TwePHjAp59+mufjCiGEEEKIwutixEXe3/4+D5MeYpOiMHKDjurBGSTnVArF6kbh0roJW+/uZaKnO+rj3zA9JZH2tdKZvS0IfhDPOwsPcycq/YSAq70Vv/SvS5XiLnkYmRAvjwcPHhgd58f3diFeBol79nD/++/R3L1nVnvn11/Ha/RnWHl5EZMSw6wjs1hzeY1Zfcu4lmFy/clU9ayavWCv/gt/DIfoW5m3dfCC9t9DhfbZGkpJSSHsh1lELNYnAsO+/ZaiY8fyMPEhW4O38k7Fd8y+Vpp99V77Bu6egNDT+uNa/aDtV2Blm61YhRBCiOzKtwSdoiioVCrefPNN/PzyfiP3GzduSIJOCCGEEEKY7fj943z474fEpcZhl6QwZq2W8rfTb69SK/g2iMTp1bb8G/IPY7w8UFQqbBMVGPkD/3S/QJshP+RZ/IVBaHQSEfHJvLv4KA/iktNt5+1sw4r36lLG2ykPoxPi5fHgwQOuXzdeiVOsmOzxKEROsoyMxGvzZiLOXzCrvbW/P0UnTcShQQMURWH7je18efhLwhMzLz9rrbZmSPUh9KnUByu1VdaDTYyCbePhxHLz2ld7G9rMAHu3rI8FJAcHc3fUpySdO2c4F/nLcu5V8mZU8q+EJYbhaO1I59Kds3V9rGzhrWWwpB20mgLVumfvOkIIIcRzyvcVdEIIIYQQQhR0e27tYeSekSRrk3FKUBi3WktgaPrtVRY6SjSJxqFNN/ZdWsen3p5oVSpsUhTGrNFSKhR0//cPW+MG8NqnC/PuRgqw4zci6L3oCFqdQrJGl247Pzd7Vg6oSwk3+zyMToicExUVleU+u3fvpnnzJ/tE+fv7Z7pv3fNYtWoVOt2T/w69vb2pUKFCro0nxMtE0Whw3b0H9x07UKdmvlecytoa90GDcB84ALWNDaHxoXxx+At239pt1nh1i9ZlQv0J+Dv7Zy/gy//AHx9D7N3M2zoVgw4/QNk22RsLfUnL28M+QklISPNa8pSZJA+wAAcVXxz6gkrulSjjWiZ7A7kFwkcnZdWcEEKIfKXOvEnuUOXyprDmKihxCCGEEEKIgmnztc0M3zWcZG0yrrEKU1ZknJxTW+nwaxmLw0eLuBF1lY+9PEhVqbDUKIxar6Pso+dbagUCFu3n7I8z8uZGCrC9V8J5++fDJKRoM0zOlfV2ZN379SU5J0Quun//PtOnTzc616FDB/nuLEQOSLl1i7B3++C5datZyTmHBg0I3LwJzw+HolhZ8uuFX+n0eyezknMuNi5MbzidBa8uyF5yLiECNgyGX98yLzlX810Yeui5knMAthUqoHYw/T7vkgBD/9ChUhSStEmM3DOShNRHiTxNMlzdkbXBJDknhBAin+Vbgk5RMtirIw8VlDiEEEIIIUTBs/z8csbtG4dW0eIVqTB1hZbiD9Nvb2Gjxf/VBOw/WQ0VXsfv7fX0VhVBpVP4aLOOaiFpP3tazFlO2A8/vLSfS/8+e49+S46Sok0/MQdQrUQRVg+qj5ezPEwTwhyXLl3ijz/+yFKf0NBQ2rdvz/379w3nrK2tGTNmTE6HJ8RLR9FouDVwEJqrVzNta+HpQbFvZ1Ji0UKsAwK4HHmZd7e+y5dHviRBk3Zl2bNeD3ydTZ020al0p+wl1y/8AXPqwulVmbd1KQG9N0LHH8H2+feFtXRzo9hXX6X7+h13UD/6yBAcHcy0Q9NQIkJgcVtY+SZc3/PcMQghhBB5JV9KXO7atcvwc9GiRfMjBIoWLWoUhxBCCCGEEI8pisKPJ35kwZkFAPg+UJjwmxa3uPT7WNpp8WurwebDTeBbEwCVjSPDe27Hb3wzyl+KTbdv7D/bcB8wAAtHxxy9j4Ju/fHbjFp7isxSk/UD3VnQ5xUcbaRCvxDmunfvHh07dqRKlSq88847dOnShTJlTJeCi42NZdmyZUyfPt0oOQcwfvx4AgMD8yJkIV5ocXv3kpJZaVqVCteePfH8eDgWTk4kaZKYf3o+S88uRaNoMh3D19GXCfUm0NC3YfaCjH8Af30K5zaY1/6V96D1FLDJ2T1hHRs2xK1/fyIWLzaci7aHua+rOVHaeK3B1dAg4g80xTExSn9i/XsweC84++RoTEIIIURuyJdvuE2bNs2PYY3Y2NgUiDiEEEIIIUTBotVp+eLwF6y9vBaAkqEK41ZpcU5Mv4+Vgwa/9pZYD90MXuWNX7S2p/P03ex82IRi++PT9LX08cFv8aKXLjkHcPD6w0yTc60qeDG7Z01srSzyJCYhXjRnzpxh9OjRjB49GhcXFypXroyHhwdOTk7ExcVx69YtTp06hUaT9uH/oEGDmDBhQj5ELcSLJ27X7gxft61UiaKTJ2NXpTIAh+8dZurBqdyMvZnptS1UFrxb8V3er/Y+9lbZKAOtKHBuoz45l/Ag8/auAdBxNpRsnPWxzOT18XASDh0i6fx5HBo1YtnrFpyI2W/U5k37QEaf343N0x8m4sNhXX/o8wdYyMQeIYQQBZu8UwkhhBBCCPFIijaFz/d+zvYb2wEod1thzBot9snp97F2TsWviyNW728CV9N7vKis7Wn50z7+nfIuxdadMZy3cHPDb9EirHxerlneiqIwZ9dV1h2/nWG7jtWK8e1b1bCyyLfK/EK8UKKjo9m/f3+m7RwcHPj+++8ZOHBgHkQlxItPURTidu82+ZrKwQGvEZ/g2qMHKgsLopKimHlsJpuubTLr2hXdKzK5/mQquFfIXnCx92HLCLj4pxmNVVD3fWg5AawdsjeemVTW1hT7dibx//2Ha+/ejEmN5eSf3bkTdwc7SzsmlXqL1/+eZrrzzQOwcyq0npqrMQohhBDPSxJ0QgghhBBCAAmpCQzfNZxD9w4BUCVYx6frddimpt/H1jWFEm96YTnwd3DyzngAK1taTl9DZM0NhI6fgNrenhILfsYmsGTO3UQhoCgKX269yM//Xc+wXa+6fkzrVBm1Oht75wghqFChAmPHjmXPnj0EBQWRmJjBMuBHypYtS9++fRk4cCAeHh55EKUQL4fkCxfQhIWZfK3I2LG4vdEVRVH48/qffHPkGyKTIzO9pp2lHR9W/5CeFXpiqc7G4z1FgdNr4O/RkJj5eLiXhk5zwK9e1sd6RBunryRg4Whecs+mZElsSuo/J7nYuPBt02+ZemgqXzb+kkCXQIh8AIfnme58ajU0GgF2RbIdrxBCCJHbJEEnhBBCCCFeepFJkQz9dyhnHuhXt9W+pOPjTTqstOn3sfNIpkTPQCz6rQU7V7PHcu3aFUtnZyxcXLCrVOl5Qy9UtDqFcRvPsOrorQzbfdCsFJ+2KYdKJck5IQCaNWuGomRWENaYt7c3X3zxBQA6nY4rV65w7do17ty5Q1RUFElJSdjZ2eHq6oqPjw+1a9fG09MzN8IX4qUXm87qOUWtxrZ+PW7H3mb6oensv5v5CleAhr4NmVBvAr6OvtkLKOYu/PkJXP4787YqNdT/EJqPBSu77I0HJJ45w51Ro7CvXp1iX3+drWtU8qjEqtdXPfl80Hoq3DkGt48aN/RvBN0WSXJOCCFEgScJOiGEEEII8VILjQ9l0PZBBEcHA9D4rI4P/tRhkcGzcIeiSRR/tyrq1uPAxiXLYzq1apXdcAutFI2OT9acZMvpexm2G922PEOalcqjqIR4OajVasqVK0e5cuXyOxQhXkrp7T+XEFiSVfc2s2jnIpK0SZlex83Wjc/rfE7bgLbZm8SiKHBiBfwzDpKjM2/vWV6/aq74K1kf6/GQOh0RixcT9sMs0GiIvnETh0aNcOnQgUsRl7gadZXXA183+3pG921pDd2WwPwmkBihP9doBDQfJ/vPCSGEKBTk3UoIIYQQQry0rkdfZ/D2wYTGhwLQOkjHe//oyGjHM6fiiRTr3xh1rV5EL+vA14GVGdV5FW72svIkPYkpWoasPM7uS+HptlGpYHrnyvSqa3ofPyGEEKIw0oSHk3TmjMnX/in5kFVn55h1nS6luzDylZG4ZGNiEABRt+CPj+Dazszbqiyg0SfQ9DOwtMneeEDq/TDujh5NwqFDRudDJ09ht8s9pt6Yj4JCgEsAldyzWVWgSAnougA2DITO86Bc22zHK4QQQuS1Qpege/DgAffv3ycmJobU1Aw2BElHkyZNciEqIYQQQghR2Jx7cI4hO4YY9nnpeEjHO7t0GfZxCUjAZ9DrqKq+QdzqXgzxdOFMahjn17/Ogi6b8XQsmhehFyqxSam8t/QYR0Ii0m1jqVbx7VvV6FQ9m6W6hBBCiAIq7r//0n1tV6lYIOOVcP7O/kysN5E6PnWyF4BOB8eXwPaJkBKXeXvvyvpVc8WqZ2+8RxRF4fZHw0g6dTptSPHxMPl7NL0t0KlVjNw9kjUd1uBs7Zy9wcq0guGnwDab/YUQQoh8UigSdP/99x+LFi3i33//5d69jEviZESlUqHRaHIwMiGEEEIIURgduXeEYTuHkaBJAEWh+3863jiQ8f5OrmXi8R7aG1XZNiT89hZDPZw4Y6ufVZ4QnsDe7q2oO/c3fP2r5MUtFHgP4pIZujKIiPgUroSl/0DQxlLN3F41aVnBOw+jE0IIIfJGXDr7z912h/uu6SfnLFWW9K/Sn0FVB2Fjkc1VbBHBsHkYhOzNvK3aEpp8qi8RaWmdvfGeolKpKDpuHCE9e4GJZ3Fl78LrRxT+qKfiTtwdJu6fyPfNvteXsEyOg4dXoFgN8weU5JwQQohCqEAn6CIiIhgwYACbNm0CyPKm2EIIIYQQQjxrx40dfPbfZ6TqUlEpCn2363jteMafM90rxOL5yceo/OqTvLIbH7s7EmRrC4BbjML4VVo8Y+DK293RLFmKf7lsznJ/QdyNSqTHzwe5GZGYYTsHawsW9qlN/VLueRSZEEIIkXd0KSnE7T9g8rWg0ukn56p6VmVy/cmUcS2TzYF1cHQB7JgMqQmZt/eprl81V7Ry9sZLh13VqngOG0b499+neW1vJRU7ajz5Z/DvzX9ZcWEFvT1qw5p3IT4MBv8HRfxyNCYhhBCiICmwCbro6GhatmzJ6dOnURQFlUqFSqWSJJ0QQgghhMi2DVc2MOXgFHSKDpVO4f2/dDQ/k/HnS8+qMXh8OgVqD4Dru5np4sBBOzsAnBKeJOcAvCMUQvsMpOhvv2NTsmRu306BFPwgnh7zD3I/NjnDdkXsrVjWrw7VShTJm8CEEEKIPJZw5ChKgukE2fHSaXe8dbBy4OOaH/NWubdQqzLaETcDD6/BpqFw82DmbS2sodnn0GA4WOTOI0L3Ae8Rf+AACYcPA5Bia8n81jr2Vk57f+ev/oWy8TNUj5OKa/tCv79zZEWfEEIIURAV2ATd2LFjOXXqlFFizsHBgUaNGlGmTBlcXFywtCyw4QshRIF2/fp1jh49yrFjxzh69ChBQUHExsYaXvf39yckJCTP4gkJCaHkMw+yszshIyevJYR4sSw+u5jvj+tncFtoFT7arKP+xYz/Pni/Eovb6FlQpZv+RGAzBrT6nsP7PiNUZ8GY1VqKPzTu4xyVwo1e7+C3cAG2FSvmxq0UWOfvxtBzwUGiEjMuK+/lZMOKAXUp6+2UR5GJF1VqaipHjhzh2rVrREREEBsbi6IoTJw4Mb9DE0II4nbtMn3eFi4/s+1qixItGFt3LN4O2Sz5rNPCobmwczpokjJv7/uKftWcV/nsjWcmlYUFxb75muCOnbDy96fYV1O5dWoUxIQY2liprfjMNpDuQX8Z78h35zhsGw/tvsnVGIUQQoj8UiAzXNHR0SxYsMCQmLO0tOSLL75g2LBh2D4qJSSEECJrdu/ezZdffsmxY8eIiIjI73CEECLPKIrC7DOz+e3qbwBYpyqM2KCj5vUMknMqBZ968RQZswjKtjF6ybt8B5ZYWPH3559QOtR0d21EBA/m/UTxH/8vp26jUPhq64VMk3Ml3OxY+V49/Nzt8ygq8SLat28fM2fOZNu2bSQnp12taSpB9/fff7NmzRoA3NzcmDlzZq7HKYR4eSmKku7+c6dKqtBa6FNR7rbuTKg3gZb+LbM/WNhF/aq5O8cyb2tpCy3GQ70PQG2R/TGzwMrbG7/lv2BTsiQqKyu+df2WXlt6kaRNwtfRl2/d61Np93emOx+ZD371oHLXPIlVCCGEyEsFMkG3c+dONI82kFWpVMydO5cBAwbkc1RCCFG4nTx5km3btuV3GEIIkae0ipZNiZsIuhoEgF2ywui1WireyqCTWsG3cRLOY1ZBQEOTTdzLtOW10fGc+WQ8Xg/Tvm5brSrFvvoyB+6g8Dhw9QHHbkRm2KakhwOrBtXD21km3YnsiY+PZ9CgQaxatQowvUpepTK9r1OlSpVYvnw5Op0OgN69e1OtWrXcC1YI8VJLuXqV1Dt3TL52rMyTv1OfVf8s+8k5rQYOzILdX4E2JfP2fvWh42zwKJ298R7RpaQQvWkTRbp1S/dv7rNsy5Y1/FzWtSxj645l963dTGs0DWcLewg+DDf2m+6891uo2BnU2Sz7KYQQQhRQBfKd7datJ09MfH19JTknhBC5yMbGhlKlSuV3GEIIkeNSlVRWxa8iKEWfnHNMUJjwa8bJOZWFjhKtUnGe9Hu6ybnH3Oq8QfWFP3Pf39novE2Z0pT46SfUDg7PewuFxrZzofRdepSEFG26bSoWc2bDkAaSnBPZFhMTQ4MGDVi1alWWEnOPlShRgnbt2hn6Pk7yCSFEbohNZ/WcTgUnA/V/r6yw4hXPV7I3QOhZWNgS/p2aeXLOyh5e+wb6/vXcybnk68GE9OhB6ISJRK78NdvX6VKmCz80/wFna2f9/nfdFoODZ9qG5dpB3z8lOSeEEOKFVCDf3eLj4wH9F6xXXsnmBxUhhBBpWFlZUb16dQYMGMD8+fM5fvw4sbGxLFy4ML9DE0KIHBWXGseyuGVc0FwAoEicwuSV2nRLUgKoLXX4tVPjOGErFKtu1jguFRrTZMNO7OvXA8DK15cSCxdh6er6vLdQaGw8cZshK4NI0ejSbVM7wJXVg+rh6mCdh5GJF023bt04c+aM4dja2prevXuzePFili5dataes126dDH8vH379lyJUwghAOJ27zF5/mJxiLfTJ+hKWZbC1jKLE1c0KfoVcz83g3snM28f0BiGHIC6g58ryaUoCpFr1xL8xhskn9d/vgr75huSLl0C4J+QfzgZZkY8TzGaWOFUVJ+kUz2KUWUBradCj1/B7uX5XCWEEOLlUiBLXHp4eBh+trOzy8dIhBDixdGnTx/ef/992ctTCPHCi0iKYNjeYYRoQwDwiFaY+KuWolHp97Gw1lKioz12ozZDEb8sjad2cKDE/Pncn/4F7gPew8rbK/vBFzLLD4YwYdO5DNs0K+fJT+/UwtYqb/a5ES+mdevWsWPHDsPD3Pr167N69WqKFy8OwI0bN8y6Ttu2bQH9g+ZTp04RFxeHo6Nj7gQthHhpaSIjSTxxwuRrQaWfJMnKW5XP2oXvntTvNXf/bOZtrR31Ca5a/Z579Zk2Opp7EycR+88/RueVlBRujxjBus/rsvL6WrzsvVjXYR2uttlMqJVsAs3HwpGF8OYS8G/wXHELIYQQBV2BXEFXtWpVw8/37t3Lx0iEEOLF4erqKsk5IcQLLyIpggHbBnA5+jIAPg8Vpi7PODlnaavFv7sbdp9vh9QkuHEgy+Oqra3xmToFa7+sJfcKK0VRmLPraqbJuY7VirHg3VckOSee24wZMww/V65cme3btxuSc1lRtGhRvLz0SXSdTseFCxdyLEYhhHgsfu9e0JleWX689JNVY+Wsypl3QU0y/DsNFrQwLzlXqgV8cAhqv5cjpSE1Dx8St8f0isDUa9exnacvGRyWEMaYfWPQKemvqs9Uo5HwwUFJzgkhhHgpFMgVdHXq1MHHx4d79+5x+PBhkpKS5KGyEEKIPBUbG8v+/fu5c+cO4eHh2NjY4OXlRYUKFahRo4bZm6EXNDqdjiNHjnD9+nVCQ0NJTk7G39+fnj175ndoQjy3yKRIBm4byJXIKwD431cYv0qLS0L6fawcNPj19MP6g/UQHw7L2rPeIoWoWu/wXpPpeRR54aIoCl/9fZH5e65n2K5XXT+mdqqMhbpw/r0UBce9e/c4efKk4fjHH3/E3t4+29crX748YWFhAFy5coXatWs/b4hCCGEkLp3950KLwB13/c/FLYrjpHbK/GK3j8OmDyD8YuZtbVygzRdQ4x3Iwe8rNoGBeI8ZQ+ikSSZfr3tJYXVjhTh7Ffvv7GfRmUUMrDpQ/2JCBKTEmV+hQK0Ge7ccilwIIYQo2Apkgk6lUjFy5EhGjRpFUlISs2fPZtSoUfkdlhBCiJfAgQMHmDp1Kjt37iQ1NdVkGy8vL3r37s2YMWNwd3c367pPJ/SaNm3K7nS+tJvSt29fli1bZjgODg4mICDAZNulS5fSr18/w/GSJUvo27cviYmJTJs2jWXLlnH37l2jPi4uLpKgE4VeVFIUA7cN5HKkfuVcmdsKY9ZqcUxKv4+1Uyp+/SphNeA3iL0HyzrwpxLLFFd3lOBNJGqSGNr8f4U2IZ/TtDqFFYdCuHAvllVHb2XY9v2mpRjdtpz8sxM54uDBg4D+vbREiRI0adLkua7n5vbkwe/Dhw+f61pCCPEsJTWVuL37TL4WVFplSJxlWt4yNRF2zYCDs8GcFWll2kCHH8C5WBYjNk+Rt94kft9eYrfvMDofFKhiXns1cfZP3vNnn5xNda/q1NaoYG1fsCsC720HK9nGRgghhHhagSxxCTB8+HDq16+PoihMnDiRfftMf7gRQgghckJqairvvfceDRs25J9//kk3OQcQFhbGt99+S6lSpfjjjz/yMMrsuXDhAjVr1uTLL79Mk5wT4kUQlRTFwO0DuRR5CYAKNxUmrMo4OWdTJBX/D+phNWgtxN2HZR34VxvFeE93lEcPzvbt28rGMZ1QFCUvbqNAS9Ho+PDXICZtPp9pcu6ztuX4/LXykpwTOSY0NNTwc7Vq1Z77ek/vORcXF/fc1xNCiKclBJ1AFxtr8rWny1tmmKC7eQh+agQH/i/z5JxtEejyM/RcnWvJOdBPkig6dSqW3t76E1ZWbOnozddvqYl2SPuef/nEEljcFqJvQegZ2Do612ITQgghCqsCm6CzsLDgzz//pFatWiQlJdG6dWu+/PJL+QIlhBAix6WmpvL666+zePFio/OWlpbUr1+ft956iw4dOlCqVCmj16Ojo+nSpQu//PJLXoabJREREbRv356LF/UlcaytrWnYsCFvvfUWnTt3pmrVqvIQXRRq0cnRDNo+iIsR+t/xCjcVxqzRYpt+jh079xT8R7TBss8ySIyEZR3Ym/qQUV4eaB/99xB4T+GzdToq/H6FTcNeQ6vT5sXtFEiJKVr6Lz3K1rOhGbZTqWBa58p80Kx0HkUmXhbR0dGGn52dnZ/7ek9/p5StFIQQOS1u1y6T5xOt4UIJ/eeMIuoieKu90zZKiYetn+sTWw+vZj5Y+fYw9AhU656jJS3TY+nqSrGvv8amTGlKrl1Dt3FLsbNyMGrjbuvGz1al6HV4Jeie+kAWtAxO/prrMQohhMh/qVodl+/H8vfZUHQ6hdCYZK5EqzhwX8WmEDWfbzKjbPNLokCWuHzM1dWVffv2MXLkSH766SfGjx/PjBkzaNCgARUqVKBIkSKos7jZ7cSJE3MpWiEKGa0GYu7kdxQvB2dfsCjQf25feuPGjWP79u2GY5VKxZAhQ5g8eTKenp5Gbffv38+QIUM4c+YMAFqtlsGDB1O9enWqVq2ap3GbY/LkycTGxmJra8vEiRMZNmyY0coB0JfMFKIwik6OZuC2gVyIuACYl5yz906mxGdvo243Xf8gy8GDB351GBlzGM2jB1u+DxTGrtZil6LvU27HDU5/+gHVv5mLysIit2+rQIlJSqXv4iME3YzKsJ2FWsW3b1ajcw3fvAlMvFRcXV0NPz+drMuup1eTP13uUgghckJ6+8+dLqlCY6n/rFHBskLaSXLBe2HzhxAZkvkg9u7QbiZU6pInibmnOdSrS8nff0dlYUEAMKXBFD7971MAahetzTdJ1nic+M105z9HgE818K6UZ/EKIYTIfeGxSSzce53Td2K4HhZHeFwyukeFaGwt1SRpdMBT36XvhROVkEIRe+t8ibcgKfBPjLVaLV5eXjg5OREdHU18fDw7duxgx44dmXc2QRJ0QjwScwdmFbxkwgtp+Glw9c/vKAqdkJCQbPW7fft2ltqfOnWKmTNnGp2bNWsWw4YNM9m+YcOGHDhwgNatW3Po0CEAkpKSGDBgAEeOHMlWzLkpNjYWa2trtm7dSrNmzUy2KVmyZN4GJUQOyE5yztE3Ed/xQ1E3//TJSbUFHl0WMH59dybEX8Q9Gsav0uKcaNzXdst/3NGNwvfrr1FZvxxfIhRF4b2lRzNNzllbqpnbsyatKppYCSBEDnh6ssy5c+ee61rJycmcPHnScFy8ePHnup4QQjwtOTiYlHS+xxx7qrxlOatyT15IiYM/J8OxReYNUqkrtPsfOHhkP9BHFK2Wh4sWg06Hx/uDze739ISltiXbEhQWhJO1Ex9U+wCLxEi4ugdiTZTW1yTC7i+h+4rnjl0IIUTeUhSF8Nhkgh/EE/IwnuAHCdx4GG84Tko1XZJZn5xLK+RhAtUlQVewE3QnT56kc+fO3Lql3+fieUpwKYoiJbyEEKIQyauk0XfffWe0v9Qbb7yRbnLuMUdHR1avXk3FihWJj48H4OjRo/z33380adIkV+PNjvHjx6ebnBOiMHpc1jIryTln/0SKTRmPqt6AtC+qLej4xhps1vTA8uczuJveNobYrX8TWesV3N7plQN3UfDdj0nmXnQGG/kBtlZqFvetTYNSz/+QUIj01KxZE9B/pwsJCeHixYuUL5/B3k0ZWL9+PSkp+uWxlpaW1KtXL8fiFEKIuD17TJ7XASdL6Z9JOVg6EGAZAIBnzFkcfxkLMWZMMnTwgvbfQYUOORJramgod0d/TsLhw6BWY1+nNvaP/t5m1Zg6Y548c3PwgDeXwNLXQacxblitJ7z+7XNGLoQQIrcoisL18Dj2XX3AyZtRxCZrsLZUE/IoGRefknNbP4Q8iKd6iSI5dr3CqsAm6IKDg2nVqhURERGAPjn39ANUIYQQ4nklJyezevVqo3MzZswwq6+fnx9DhgwxWn23dOnSApegs7e356OPPsrvMITIMTEpMQzePpjzD88DZibnAhIpMmUqqrrvpt9IrabNW6s4dK492nXBWJj42Onc7jVc3+7xnHdQONx8mECvRYe4HZmYbhtHG0tWDKgrX6pEritZsiSlS5fm6lX9fkxffvkly5Yty/J1kpOT+eKLLwD998vatWvj4OCQSS8hhDBf3G7TCbqrxSDaQZ/AquddD9uYFCrdWUbAQ9Pt06jaA9p+CfY5U5Y3Zvt2QsdPQPu4bLBOx91Rn1Ly943g6MCSc0voWKojXvZeZl0vzYR4v3rQagpsG6c/trCB12dCjd55XpJTCCGEMUVReBifQsiDeEIeJhDyIJ6D1x9yMTSGhGQteZWBCX4Qn0cjFWwFNkE3bNgwIiIijN7kW7RoQevWrSlTpgwuLi5YWhbY8IUQQhQCR48eJTk52XBcu3ZtypYta3b/d9991yhBt2/fvhyNLyc0b94cFxeX/A5DiBwRkxLD4G2DOfdQX+Ku/K3Mk3NOAYnc7t4bpwqdMx9Arabe1C0crfx/2E3/GYunSnQ4NG5Msa++ein2oLsUGkvvRYcJi01Ot42bvTW/DapHuaJOeRiZeJn169ePcePGoSgKK1asoEWLFvTp08fs/jqdjoEDB3LhwgXDuaFDh+ZGqEKIl5Q2NpaEY8dMvhZUWm34uamFKy0ujMEuNTLzizr5QIdZULZNToVJ2MyZPFyYtpxm6t273Bg/hhmvJ3E49Aj77+xnwasLsFRn89lb/aFw8yDcPwdv/QI+ssWGEELkFUVRiExI1ZeffFSC8nEyLuRBPLHJmswvkstCHkqCDgpogi4kJIStW7caVs35+PiwYcMG6tatm9+hCSGEyCPZXTUdEhJidnnMY898gW7QoEGWxqpcuTLOzs7ExMQAcOXKFaKjowtUQqxGjRr5HYIQOSI2JZb3t7/P2YdnAX1ybuzqzJJzSdx6ux9hRapTwdyBVCpqdx9OfEB9bn/wAbr4eOxq1qT4/816KfaeO3krir5LjhCVkP4/WB8XW1YNqoe/u6w8Enln+PDhzJo1i/DwcP3+iO+9x6VLlxg/fjz29vYZ9j1//jwfffQRu3btMkwALV26ND16vBwrYoUQeSN+3z7QmH7gefzR/nMWqGix93vsdGZ816nRG16dDnZFcjBKsK1cJd3XkrftxNZKDVXVHLt/jLkn5/JRzWxW41CpoPPcR4MWnO9HQgjxIomMT3mUfIvneng85+7GcC0sjtCYJJLT2fstPzlYKnjaQuUAbxqWlm0SoIAm6Pbu3Wt4MKtSqVizZo0k54QQQuS4sLAwo+OsrJ4D/XtU2bJljRJ9YWFhBSpB5+VlXlkaIQqyx8m5Mw/OAOYl55xLJhPy9ns8cEn/IVRGHOrWwW/pUsK++5bis2ahtrPL1nUKkwPXHjBw2bEM9xUo5enAygH1KOpim4eRCaEv2bxs2TLat2+PTqdDp9Px9ddfM2fOHNq1a4efn59R+9WrV3P58mW2bdvGwYMHURTF8B3T1taW3377TfYoF0LkqLjdu02ef+AENx59JK+ZlIRLZsk5lxL6VXOlW+ZsgI84t21DXLc3iF63Ps1rCTaQYvXkeMGZBdTwqkHj4o31J2Lu6pNt1mZO0pHEnBBCPLfohFSCHz61Eu5BPMGPVsNFJ2bwpTif2FiqKepiS6CnA5WLuVDayxFPW7hx7hj2j7JRzZuXw9nZOX8DLSAKZILu7t27gP7BZ8WKFWnYsGE+RyTEC8jZF4afzu8oXg7OvvkdgUhHZKRxWZnsJNae7fN479SCwslJys+Jwi0uJY73d7zP6Qf696xy5iTnAlNx+XoeD64nYaWJp3zoBkitB2TtC4Bdlcr4L1nyHNEXHjvO3+eDX4NIyWCWZRVfF5b1r4Obw4u/klAUTG3atGHu3Ll88MEH6HT639XY2FjWrFlj1E5RFHr27Gl0/DgZZ2lpyaJFi6hZs2beBS6EeOEpWi1xe/4z+VpQaZVh37Vm8QkZX+iV96D1FLDJ3c/wRceOJfHYcVJCQgznLheDWZ0sCC9iPHlh7L6xrO2wlqKh52H9ACjdCrrMl73khBAiB8UkpeoTbw/iCXmQYFgVF/IgnsgMqpvkF2dbS0p6OBDg4UCAuwMBHvYEuDtQ0sOBIvZpvy/GxMQQfikfAi0ECmSCzu6pGcoVK1bMx0iEeIFZWIKrf35HIUS+eraMZk7MpJfZ+ELknLiUOAbvGMzp8CfJuXGZJuc0FJv3K7Gu5bG8/Cf1r32DOukGn21+nc/aLyXQs3IeRV843I1K5GhIBCPWnEKbwYz+OiXdWNTnFZxsrdJtI0ReGDhwIKVKlaJXr17cv3/f6H336Z+fTso93jrBw8OD1atX07x58zyPWwjxYks8dRptVJTJ1x6XtwRonpBo+gJF/KHTbCjZJBeiS0ttb0+xb2cS0uNt0Gqx7t+TmUX/JEobl6atVqfh5t6vKHpoKaDA6dXgVx9e6ZcnsQohxIsiNimVGw8TDPvCPV4Vd+NhAg/jU/I7PJPsrS0o6+1EkzIe+mTco4Scq72VPP/KIQUyQefr+2S1SXb3IBJCCCEy4+bmZnQcHR2d5Ws828fV1fW5YjJFq02/3JwQL6r41Hj9yrksJee0FJu/GlWJmhB+h/rXZmKZGMJAHy/OqZPpt6UXP7+2lHLesjcjwNL9wUzbcgGdTiGjT9zNy3ky751a2FpZ5FlsQmSkRYsWXL16lXnz5jF79mxu3rxpst3j75IeHh588MEHjBw5UlaWCyFyRdyuXSbPJ1vCWX/9A8zAlFRKmNijLrVcB6zemG9+2cgcYlepEj6TJmLt74997dpMvdmAj3YZ7zdX0bUsM6OSKXHomYoCWz+DYtWhmHymEkKIp8Ula4xKUYY8KkUZ8jCeB3EFLwnnaGNJgIc9/u4OaLUKVpYqqhcvQsPSHpT1dkStVud3iC+8Apmgq1q1quHnkKeW2wshhBA56dn92S5fvpyl/oqicOXKFaNznp6eJttaWFgYEm2adDaPT8+zpTiFeNHFp8bz/vb3ORV+CnhU1nJNJsm5UjqKLViHqlhVSI7FfuO7pCRe5/2inpyzsQEgQqXjp5m9ea/LNCo36JIXt1IgKYrC7J1X+XZ75n/z2lf14bu3qmNtKV/MRMHi4ODAqFGjGDVqFJcvX2bfvn3cunWLhw8fkpKSgoeHB97e3jRo0ICaNWvKDF8hRK5Kb/+5swEqUq0elbdMMF3eMrnucKxyKDmniYjA8plJiBkp0q2b4efmfs3pV6kfS87pk3E9yvXg0/N7sb55MG1HbQqs6QOD94Bdzk9QFEKIgiwhRWMoQ/l4NdyNhwkEP4wnPDY5v8NLw9ZKTaCH46OSlPaPSlLqV8J5OFrL5+R8ViATdGXKlKFu3bocPnyYEydOEBoaStGiRfM7LCGEEC+YV155xej4wIEDWep/7tw5oxV0ZcqUoUiRIibbOjs7GxJtUemUv8loHCFeFvGp8QzZMYST4ScBKHdbn5yzy2CyoXMphWKLfkdVtIL+xKYP0d47xnBvT07Y2hra1b2oY8CfOuJ3jOXELB01mryRi3dSMCmKwhdbzrNwX0imbd+u48f0zpWxUMsXNlGwlS1blrJly+Z3GEKIl1TK7TskPzNp77FjmZS3jLPxRuf+/H+/FEUhau1a7n/5FcV/+B7Hpk2zdZ1hNYdxJeoKnUp3om1AWygRBIvb6BNyz4q6AQd+hJYTnzN6IYQoeBJTtIQ8jOfGw3iCHyQYlaQMK4BJODsrCxJTn1RfcnewJtDDgSrFXejfqCTFXe3zMTqRkQKZoAMYNWoUb775JjqdjvHjx7Nw4cL8DkkIIcQL5pVXXsHGxobkZP2HqyNHjnDlyhXKlCljVv/ly5cbHTdq1Cjdtl5eXoYE3ZUrV0hNTcXKKvO9nC5cuCCrycVLIyE1gQ92fMCJsBPAo+Tc6kySc6VVFFu0CZX3Uw+3Wk5k/oMjHLJ78lG3SrCO4Zt0qBVwSoSkYROJ+9kXx7r1cut2ChydTuHz9adZc/x2pm0HNwnk89fKy2xKUSD89ttvDB06FAC1Ws3x48fx95e9lIUQBUPcnt3pvhb0KEHnqtVRJTntB5p7Lq/g/ZzvtdqoKO5NmEjs9u0A3B0zlsBNv2OZTmWPjFiprZjbcu6T93/fmtD2S9gyMm3j+h9CszHPE7oQQuSrpFTtkz3hDMm4eEIeJBAak5Tf4aVha6XWr35zd8Dfw56Sj1bClfRwwMvJhn/O3ce3iB2lvRyxs5btCQqLApuge+ONNxg4cCALFixgyZIllCpVijFj5I1fCCFEzrG1teWtt94ySrSNHz+e1atXZ9r39u3bzJ071+hcnz590m1fs2ZNLl26BEBKSgrbtm3j9ddfz3ScqVOnZtpGiBdBQmoCQ3YMISgsCDA3Oaem2NI/UXmUNH7BvRRvt13K6e19OWxrSZnbCp+u12Gpe9LENlnH7YGD8f3hB5xaNM+FOyp4NDodx25kXjL30zbl+KBZKUnOiQLjxo0bhtXn1apVk+ScEKJAidu9x+T5694Q6aR/L22SkICpR6X3itTE+znGjj9yhLufjUYTGmo4p42I4O7nYyix4GdiNXEsPbuUIdWGYGWR+eRAIO37/yvvwY2DcHad/tjGGTrNgYodnyNyIYTIG0mpWm5FPEnCPV4Nd+NhPHejC14S7lkudpbMe6cWJT0c8HayRZ1BdZO2laUCYWFUYBN0AD/99BOOjo58//33jB8/np07dzJmzBiaNm2KhYVkgbMiNTWV/fv3c/PmTe7du4ejoyPFihWjRo0aBAQE5OhYwcHBnDx5krt37xIXF4ePjw/+/v40aNDArNUi5srLexJCvLg++eQTVqxYgaIoAKxZs4ZmzZoxZMiQdPvEx8fTvXt34uLiDOdq1apF0wxKybRs2ZLffvvNcDx58mTatGmDpWX6b8U//vgjq1atysrtCFEoJaQm8MG/HxiSc2XNSc6VsaDYsq2o3EqYfN3GowJvuHyI9/XZdF6Lyf3rlJQUbg8bRuAfm7EJDMyJWymwklK1fPhrENcfxGfYblqnSvSuH5A3QQlhJptH+0iqVCoCX/D/VoUQhYsuPp6EQ4dMvhaUSXnLJMsiRNqXyvbYKbfvcLNff9Bq07wWv38/F+Z9w8iie7gdd5tETSKj64zO3kAqFXSYBaFnwMIK3voF3LMftxBC5LRkzeMkXMKTVXAP9Svh7kYn8uhxT4FhbanG380ef3cHSnrYE+DhQFRCKv/75xL2VmrK+ThTztuJst5OlCvqRINSHvkdsshFBTZB16JFC8PPRYoUISoqip07d7Jz507s7OwoVaoUrq6uqNXmb1ivUqn4999/cyPcHNWjR480qzf8/f2zVeIsPDycSZMmsXr1aiIiIky2adCgASNGjOCNN55vH5Z169bx3XffcfCgiQ2EATc3N7p3787UqVPx8Mj+H5a8vCchXjS3b99Go9GkOR/61IxLAI1Gk+7fHEdHR1xdX5yNwGvUqMGIESP49ttvDeeGDh3KhQsXmDRpEu7u7kbtDx48yAcffMDJkycN52xsbDItxdy9e3dGjBhBTEwMAMeOHaNz5878/PPPFCtWzKjtrVu3mDJlCosWLQLA1dXVUB5TiBdNQmoCQ/8dyvH7xwF9cm5cpsk5K4r9shWVq2+G106xK07T4u8T4T0fxxumv5V5DB78wifn4pI1DFx2jIPXH6bbRq2Cb9+qRpcaxfMwMiHM8/R+5NbW1vkYiRBCGIs/eBAl1cQsIOB4af3zKmtFoX5i2lUa94rUBJX5z7SeZV3cF/d+fXm4cJHJ17VzlqEdYAHuKlZcWEEt71q08m+VvcFsHOGddeDgCVZ22Y5ZCCGyK0Wj41bko73gDCUp9Svj7kYloitgSbjHyhV1onFpD/w9HB6VpLTHx8UuzT7fCSkaOlUvRjEXuwxXyYkXT4FN0O3evdtoWb1KpTKsbkhISODMmTNZKrujKEqhKNOzefNms0qrmWPr1q307duXsLCwDNsdOHCAAwcO0KtXL+bPn4+Dg0OWxomLi2PgwIGZrvKIiIhg3rx5bNiwgWXLltGmTZssjQN5d09CvKgaNWrEjRs3Mm13584dSpYsafK1Pn36GBJHL4oZM2Zw4sQJdu7cCejfM3788UfmzZtH3bp1KV68OElJSZw7d46rV68a9VWr1cydO5fq1atnOIajoyNffvmlYQ8dgC1btuDv70/dunXx8/MjOTmZ69evc+rUKcN7Xs+ePbGysmLZsmU5e9NCFAAJqQl8uPNDjt0/Bpi5cq6sNcWWb0PlYl5BqESXAHQDJnHr90WUOH7L6DXXd97BY9iH2Y6/MIiMT6HvkiOcuh2dbhtLtYq5vWryaiUpiSIKpqdXzd25cycfIxFCCGOxu3ebPB/lANd99D/XSUzC3sTyjXsutZ57fM+PPiL+4CGSzp0zOp9iAStaqLnn9uTcxP0TKedWjhJOj6oPxNwFJx/9CjlzFPF77niFECIjqVodtyISjPaFe/z/dyILXhLOUq3Cz02/Au7c3WjuxySnaVPL35Xx7Stmei17a0vsrQtsqkbkokL1b70wJNieR1RUVIYl1bJi9+7ddO7cmZSUJ0+4VCoVNWvWJDAwkKioKE6cOMGDBw8Mr69cuZKYmBh+//13s1cmarVaunfvzl9//WV03tPTkxo1auDi4sK1a9c4ceKE4WHz/fv36dSpEzt27KBRo0YF7p6EEC8fa2trtm7dysCBA/nll18M5zUaDfv370+3n7OzM8uWLaNz585mjTNkyBDOnz/PnDlz0oxhapzevXuzaNEiBg4caP7NCFFIJGoSGbZzGEdDjwJQ5lFyzj6j5Fw5W4qt2IbKyTNLY6mtbak7ezUJ331P1Nq1+mt17ID32DEv9OfL+zFJ9F50mMv349JtY2upZlHf2jQsLWVTRMFVp04dihUrxt27dzl69CgJCQnY29vnd1hCiJecotMRt8f0/nNBpVQojz5jmCpvmWphzwPHCs8dg8rammIz/0fwG91QEhIAuOtpwXcd4aaX8Wec2NRYRu4eyfJ2y7G5uBU2fQgtxkG9nHkOJYQQ5tBoddyOTCT4YTw3HsQT8lQy7nZkItoCloWzVKso4WaPv7s9Ae4OlPRwIODRarhiRWyxtNA/b57w+1l2XgyjrLcjZYs6Ue5RecpSno75fAeioCvQCTqloBWIzWUjR47k7t27ADg5OREbG5ut69y+fZuuXbsaJbIaNmzIggULqFDhyQfA5ORk5s+fz6hRo0h9VJLhjz/+YPz48cyYMcOssT7//HOj5JyVlRXfffcdgwYNMio/c/78eQYMGGAof5mcnEznzp05c+YMPj4+BeqehBAvJ2tra5YtW8bAgQOZOnUqu3fvNvwdeZanpyfvvPMOY8eOzVLJXpVKxezZs2nQoAETJ07k2rVrJtvVqlWLTz/9lO7du2frXoQo6BI1iQz7dxhHQo8A+uTcuMySc+XtKbZiOypHN9BpQZ21/YhVFhYUnToFCxdnkq9dp9gXX6B6gSfv3IpIoNfCw9yMSEi3jbOtJUv716Gm34tTtli8mFQqFe+++y5fffUVKSkpzJ49m88++yy/wxJCvOSSzp1HG/7A5GvHn9p/romJBF2oczUUdc48krMpWZKi48Zxb9w4irzdg+h3m3Hrv2FA2mdqiakJPNz6KcWOParOsW08+NaCEnVyJBYhhAB9Eu5uVBLBD+MNJSlvPNQn425FJKApYEk4tYp0V+dt/6QJJc1Isk3pWIlpnSvncGTiZVBgE3Q6nS6/Q8hTO3bsYPHixQBYWloydepUPvnkk2xda9KkSUZ7FTVo0IAdO3Zga2tr1M7GxoaPPvoIPz8/unTpYjj/3XffMXjwYPz9/TMc5/r168yaNcvo3Nq1a+nUqVOathUrVuTff/+lZcuWhiTdw4cPmTJlCj/99FOBuSchXnTZ2cvSFK2JjcifR0BAQI5NynjeazVq1Iht27YRGxvL3r17uXPnDg8ePMDGxgZPT08qVKhArVq1nmvVTc+ePenZsydnzpzh2LFjhIeHY2lpia+vL9WqVaN8+fJG7ZcuXcrSpUvNunbfvn3p27dvtmMTIrclaZIYtnMYh0MPA2Ym5yo46pNzDkUgKQZWdoPqvaBWnyyNrVKp8Bo1CkWjQWVZYD8GPxdFUbgaFsc7iw6bLLHymIejDcvfq0MFH+c8jE6I7Js4cSIbN27k0qVLTJkyhfr169O4ceP8DksI8RKLS6e8ZaoFnAnQf1eomJxMURPfnXKivOXTXLp2waZ0KeyqVcMHeD/6feadmmfU5jXfpkwKOY/D7adK5+s0sLYvDN4LDsZ7bwshREa0OoW7UYmEGJJwCYafb0UmkKoteEk4X1e7J6vgHv2/v7s9rg7W1Ji6PU0fJxtLwuNSKGlGARfZN05k14v5ZKKQiY+PNypfNmLEiEz3MkrPlStXjPYpsra2ZunSpWkSWU/r3Lkzffr0MfRLTk5mypQphoRheqZMmWK0uqRv374mk3OP2dnZsXTpUqpUqWJYCbdo0SI+++wzo30l8vOehBDiMScnJ9q1a5erY1SpUoUqVark6hhCFCSG5Ny9R8m5O2Yk5yo6U2zlDlR2Tvrk3IqucPsoQWEn+ffeLka+vhi1Kmsr4V7U5NzxG5FM2XyOmxEJRCWaXgEM4FvEjpUD6hLgIXv0isLD1taWjRs30r59e65fv86rr77KhAkTGDZsGE5OTvkdnhDiJRS3a5fJ8+f8VCTZ6B/UNjOxek6xsCHMuWqG1069d4/ka9dxbNTQrFhUKhV21aoZjgdXHUxQWBCH7x3GWm3N6FdG8ubWL1DF3E7bOeYObBgIvdbBC1xdQAiRdToFolLgUHAk9xMjH5Wk1K+IuxWRSIq2YC+wqeDjxKhXyxHg4UAJV3usLdP/G9eyvBcudlZG5Sl9XGxf6C0RRMHwYj6dKGTGjBljWNUSGBjI5MmTOXz4cLau9euvvxqtbOnatStlypTJtN/o0aONkmBr1qxh7ty56SbBEhMTWbduXZprZKZs2bJ07tyZNWvWAPq9l3799VfGjx+fbp+8uichhBBC5J4kTRIf7fyIQ/cOAY+Sc6syTs45VXR5lJxzNErOXbC2YmhRT+IeHidi09tM7bgCK7VVHt1JwbTvygP6Lz2a6ZfkUp4OrBhQFx8XuzyKTIic8XiP2KFDhzJ58mRiY2OZMGECX375Jc2bN6dGjRp4eXllOVn37rvv5ka4QogXXOr9+ySdP2/ytaCnyluaStBp/BujtUj/uUTMtm3cmzARNBpK/r4R6xIlshyfhdqCrxp/xag9oxhdezQV3CtAkg42DTXd4dq/cGYtVJMS+0K87B7GJbN0/002nrYgNAE0igqCzuZ3WAYqFRRzsSPA48mecCdvRfHn6Xtp2qZodLSs4G3WdRf1rZ3ToQphFknQ5bMDBw4wZ84cw/H8+fOxs8v+A5ONGzcaHffr18+sfhUqVKBu3bqGxGB8fDzbtm2jY8eOJtv/888/JCQ82dOkfv36aUqypadfv36GBB3Ahg0bMkzQ5dU9CSGEECJ3JGuTGb5rOAfv6ctcm7NyzqmSK74rd6CytTdKzgVbWfJ+US/iHs3w3hJ1jhLjWtNv4h/Y2b2cq2j+PhvKh78GZbqXQ2VfZ5b1q4O7o00eRSZEzunbt6/RDGaVSoWiKMTHx7Nlyxa2bNmSretKgk4IkR1xe/ak+9rj/ee8NRrKp6Rd0a4p3RbC0/bTJSRw/8uviFq71nDuzqhRBKxYgcoq6xORPOw8WNp26ZMTNd6BGwfh5Arjhio1NB8LVd7M8hhCiBfHmdvRLD0Qwh+n75Ki0QH5v3Ksiq8LlX1dKPlUMq6Emz22Vsb7kW85fS9Ngq64qx2lPB1RFEVWwYkCrcCuXb9+/XqOX3PMmDE5fs3nkZycTP/+/Q377fXp04dWrVpl+3qhoaGcOnXKcGxpaUnDhuaVQwBo1qyZ0fHWrVvTbfv3339n2DcjjRs3xvKp0lInTpzg/v37Jtvm5T0JIYQQIucla5MZvnM4B+4eAJ5KzqW/PRpOld3x/XWnPjkHcGkr3D5KqIUFg4p6EWHx6AuZotB3u47mG++zvferxMY+zOW7KXjWHb/NkBXHM03O1Qlw49eB9SQ5Jwq9p/eZValURg9cFEUx63/PXkcIIbIqbrfpBN1NDwgv8qS8ZZpHwio1msC0z32SLlwguNubRsk5gKRTpwl/NKk7JDqEhWcWPl/g7f4H3pWfHDt4Qu+N0ORTKW8pxEsoVatj86m7vDHvAB1m72N90O1Hybm8UdTZlnol3bBIJ3/2bn1/vuxahUFNSvFqpaKU8XZKk5wDqFrchf4NS/L1G1XY+EEDzk5pw77RLfj53VckOScKvAK7gu7111/n8OHDODvnzMb133zzDd988w1ffvlljlwvJ0yePJlLly4B4Onpybfffvtc1zt71ni5cdWqVXFwMH9vkQYNGhgdnzt3zuyx6tevb/Y4Dg4OVKlShRMnThiN5e2ddslxXt6TEEIIIXLW45Vz++/uB6C0Ocm5Kl74rtyGyvqpRFK17mhj7jD0wnxCn5rk0/0/Ha8d1z9kL3M2ijP936be0o2os/BZoTBLStXy5V8XyCzN0KycJ/N61cLOOu2XWSEKk5xKrklyTgjxPHRJScQfPGjytczKW+LXAMXePc3puH37SElnovrD+T9zrqQln8ctJ0GTgLe9Nx1Kdche8Nb28NYvML8pFK0M3ZaAs0/2riWEKLTCY5P57chNVhy6QVhsBl/OcoCXkw0BHg6UdHfQ/7+HPf7uDvi722Nvrf9u13H2Pk7fjk7T9/L9WLPGKOFmz8QOFXM0biHySoFN0F26dImuXbvyzz//YGHxfA8TFi1axOeff16gMuZBQUHMnDnTcPzDDz/g7p72Q1pWnH+m/nnp0qWz1L9UqVIZXu9pFy5ceO6xnk7QnT9/nhYtWqRpl5f3JIQQQoick6JN4ZNdn7D/zpPk3PjMknNVi+K7/G/j5NwjFo1HMDLxHh/f+YtEtZpOB3W8ccD4IbvrmVvcHDCQEvN/ytF7KaiWHQjhYXwGdUKBdlWK8kP3GhluiC5EYbBkyZL8DkEIIQBIOHwYJdFE8g04Xlr/fmuv01EnMSltgwrtTfZz79+f+H37SXi0RYcRRSF4yVwSuuifjU07NI1K7pUILBKYvRtwLwX9/gKvCmDxcu/hK8TL5tStKJYeCGHL6XuZ7l39vFxsLTkwpiUONpmnH8p6OxkSdLZWasp4OVHW24mafq65GqMQBUGBTdAB7Nq1i/fff58FCxZk+xrr1q1j8ODBORjV89NoNPTv3x+NRgNA27Zt6dmz53Nf9+rVq0bHfn5+Werv7+9vdPzw4UMiIyNxdTX+YxgREUFERMRzjfVs+ytXrphsl1f3JIQQQoick6JN4eNdH7P3zl7AzORctWL4Lt+Kyto63TYNXv0fC3ZY8tvmTfTabXoFTOKJE9wa/D6uP817rnsoyBRFYea2S8zZdS3Ddt1fKcGMrlWwUBecSWpCZFefPn3yOwQhhAAgdvdu0+dt4Yqv/ueGiUmY/ERT/nWTfVUWFhT75muCO3ZCG/1kFYlOBesbqFjf6MlEm0RNIiP3jGRlu5XYWz0qB54QAfZu5t+ET1Xz2wohCrUUjY6/ztxj6YEQTt6KyvZ1PBytCXi0Ci7A3f7R/ztwPyaJ95YdS9M+OklDYqrWrARdz7p+tK7oTfmiThR3tZfvL+KlUqATdACLFy+mTJkyfPbZZ1nuu23bNt555x1DCZOn9z3LT1999ZVhXzUHBwfmzcuZB0hRUVFGx15eXlnq7+joiK2tLUlJT2Z5RUdHp0lmPTuOvb19lspOmootOjrtMmZTY+XWPQkhhBAiZ6RoU/hk9yeG5Fypu2Yk52qUwHfZnxkm5x6r1upLbG8nE/ff39gnmUjSWVnh8cEQdAWockJO0ukUJm0+x/JDNzJsN6BxSca1q1CgKkgIIYQQhZ2iKOnuP3eilArdo4fKTU2Vt/SpBkX8ICbGZH8rb298vpjO7Q+H6cfycmfqqzGcL5H2887VqKt8cfgLvmg4HY4vhX/GQa81ENAoezcmhHjhhMUksfLwTVYevsmDuKyXsXSwVGheTEd5F4WurzammKfpSQA+LrbpXuNyaCwepTPfA1tWyomXWcHIWJnQsmVL/v33XwDGjh1LmTJl6NKli9n9Dx06RNeuXUlNTUVRFNRqNUuXLs2laM13/vx5pk+fbjieNm0aAQEBOXLtuLg4o2M7O7ssX8POzs4omRUbm7bWb06N8zRT4+TkWJndU3aEhYURHh6epT7PrgiMi4sjJp0P5+bQarVotVoA1I82dNZqtWkexj1uk96xEFklv1Mip8nvVMa0Wq1hwpFOpy9FEhsb+9xlwHNaijaF8UfGsz9UX9ay1F2FCasyTs7ZVyuB0+zfiE1KgiQTpaBM8Ok6mdulWpHwyefYx6U+eUGtxm3aVHTVqhEfH2/U59njwihVq2PSliv8eTYsw3YfNvVnYAPfHPvMI/Ty63fq2c/DQggh8k/y5cto7t0z+drxR/vPqRWFxqYSdOVNl7d8mlOrVhTp0R1tZBQ+U6fQ9tYGzh//zmTbiIRwkjcMwubMGv2Jdf1h8F5w8jbvZoQQLxxFUThxK4ql+0PYevYeqdrs77vrY6fQ2lff3zGDVXDujjZ4OFrzIC6Fos62lC3qRDlvR8p4O1HayzHb4wvxsiiwCbr169dTr149Ll26hE6no3fv3uzZs4datWpl2vfs2bO8/vrrJCQkAKBSqZg1axZvv/12boedIZ1Ox3vvvUdysv4pVa1atfjoo49y7PrPfnm3tU1/BkN67OzsiIyMTPeaOTlORtfM6bEyu6fsmDt3LlOmTHmuaxw5coTQ0NBs91epVHh6egLg5OQE6O8vswe2j//bECKnyO+UyGnyO2VMq9UaJeYA9u7da0jaFQQaRcOq+FVc1FwEHq2cyyQ5p5Rx52T392HfvmyNafX+RxRfsBCrRyvxQ7u9wWWVCnbtStP2yJEj2RqjoEjVwdLLas5GZryX3BsBWsqkXGP37ozLX4rnl1e/Uzdv3syTcYQQQmQubtduk+e1KjgVqE/QVU9Oxk1nYm8nMxJ0AEXHjQNLS1QqFX2c+3D8/nH23H6yak+tUjOszNv0D9qIOvziU8Hdh/XvQe/fwaLAPu4TQuSCZI2WP0/dY9nBEMNebs/raqya0AQdRe0zb7tiQF18nO1wsZd9LYXIqgK7W7yzszN//vkn7u7uqFQqEhIS6NSpE3fu3Mmw3/Xr13n11VeJjIxEpVKhUqmYPHkyQ4cOzaPI0zdr1iwOHToE6MttLly4MFdnvmenpFFB7pPXYwkhhBDCPBpFw+r41WmScw4ZJOd0ZTy50m8EWFhgqYnHNiUi/cbpSPX05NaQ90lxd+d+p07EmDGRqzBK0sL8Cxkn59Qo9CqtpYlPwUnaCiGEEC+aOBOTgAAulFCRYKt/9tDM1Oo5t0DwqmDWGCorK8NzDLVKzReNvsDHwQcATztPFjb8igG7fjROzj0Wshd2fWHWOEKIwi80Oolvt12iwZc7Gbn2VJaTc75F7OjXMCDd1/ffNy91UL6osyTnhMimAj2lJjAwkI0bN9KqVStSUlK4e/cu7du3Z9++fSb3PLt37x6tW7cmNDTU8GFm+PDhTJgwIa9DT+P69euMHz/ecDxixAiqV6+eo2M4OhovG05MNPGhMBPP9nn2mnk5Tl6PJYQQQois0ygaVies5oLmAmBeck5b1otrfYcbknMNrv0PK208+0uPIcna9N4G6Y7v6sqNj4ejmLF/XWETlwrHH6g4/kDNjbj0JxxZqBT6lNFRzV2Sc0IIIURu0Tx8SOLp0yZfCyr95H3a5P5z5dtDNicPu9i4MLPpTOadmse0htPwsPOAam/D0QWmO+z7Dip0AN+a2RpPCFGwKYrC8RuRLDkQwj9nQ9Hosv4doEEpd/o2CKBlBW8s1CpO3Izi5K0ow+teTta8UiSRel7y/UKI3FagE3QADRs2ZNGiRbzzzjuoVCpOnz5Njx492Lx5s9HKqMjISNq0aUNwcLDh/Lvvvst335mu1Z2XFEVh4MCBhnJdgYGBTJ48OcfHkQTd842VVR988AFvvvlmlvpcvXqVzp07G47r1KlDhQrmzaIzRavVGlaVPt6DztHREUtLyzTtni4XZ29vX+D2LRKFi/xOiZwmv1MZ02g0hr/zj0saly9fPt//GWl0GiYcmcCFaPOTc/a1ylDkx6X4WVpCUjQO63thkXAdgLjw7/FuOpWqJVo8d2zx8fFGJQjr1KljcoJXQRUak8x7K09zKzLjfflsrdT8X7eK1CspG6vntvz6nbpw4UKuj/EiiI2NJTo62lAO2Fx+fn65FJEQ4kUT999eSKe8+OP95/xTUymZqknboEKH5xq7qmdV5rWa9+REmy/gznG4G2TcUG0Fbb+EYjWeazwhRMGTlKpl86m7LDsQwrm7MVnub2dlQdeavvRpEEBZbyej196t78/JW1E0LO1O73oB1Clux949u3MociFERgp8gg6gZ8+eXL58malTp6JSqfjrr7/4+OOPmTVrFqDfp6Zdu3acPXvWkJzr1KkTixYtys+wDRYsWMDOnTsNx/Pnz0+zB1tOcHFxMToODw/PUv+4uLg0yawiRYpkOk5CQgLx8fFZekARFhaW6Timxsqte8oOLy8vvLy8nusajo6OODs7Z7u/RqNJ83DWwsIi0we25rQRIivkd0rkNPmdMqYoiuEzzuN/Lk5OTmkmZOSlVF0qn+35jP/u/QdA4L3Mk3NOdSviu3AVKisrSIyCVe/C/VMA/O1gzxR7HTZHJ/C9tYpGZTrlaLwODg7P9Z6bl4IfxNN72Snux2bwDxNwtrVkSb861PKX5Fx+yKvfKan+YNp///3HypUrOXDgABcvXsxyYg70pfA1GhMP0oUQwoS43btNnr/rCvfcn5S3TLNOztGb8E1HSL68Eue2bdDVrMnl1MvEK/HUsM5mIs3SBt5cCvObQFKU/pyLH7y1FHxfzJLfQrys7kYlsuLQDVYdvUVEfEqW+/u52fNufX/erFUi3TKU7ar4ULV4EUp76T93xsRkPQEohMieQpGgA5g8eTKXL19m1apVAMyePZsyZcrw/vvv07lzZw4fPmx4cNWsWTNWrVplmGme3yZNmmT4uV27dpQuXZqQkJAM+4SGhhodazSaNH2KFSuG9VPlnMqUKWP0+o0bN7IU57Pt3dzccHVN+8DH3d0dV1dXIiMjDedu3ryZpZVgz471bOzpnc+texJCCCGE+VJ1qYz+bzQ7bu4A9Mm5Cb9llpyrhO/C354k55Z3Mcz63mdnyxhPdxSViiRg0tZxTDh2lmZvj8v9mylgLtyL4e0Fh4hKSM2wnYejNb/0r0vFYoUj6ShETgkODqZXr14cPnwY0E9gEEKI3KakpBC/b5/J154ub2lq/zml7GtE/7iZ1Fu3iN22Da2VBZ6BOoLLW3K/WtZKextx9YeuP8Ovb0GZNtDlJ7B/jusJIQoMRVE4EhzBsoMh/HPuPtpslLEEGNaiNB+3KouFOuMSu7ZWFobknBAibxWaBB3A0qVLCQkJ4dChQyiKwogRI1i1ahUHDhwwJOdq1arF5s2bjRJX+e3pFVx//fUXJUuWzPI17ty5k6bfiRMnjPaxezZBdvXq1SyNcf36daPjihUrptu2QoUKHDhwwGisrCTonh0rvb55eU9CCCGEyNzj5Nz2G9sBM1fOgM77zwABAABJREFU1auK74IV+uQcgKIDnT4BFWRjwydeHmgefZZzjlcYs0qLe9QKtiWl8mq/ybl5OwVKdEIqb84/SFxSxit6fIvYsWJAXUp6FJ6SnULkhBMnTtCyZUuio6ONVhYDRj8/nbRTPbPnkyT0hBDZkXDsGLr4eJOvPS5v6azVUj0p7QeiJOvqpN7aZji2SNVS9xLUvZTKitQVxLd5E2eyOeGmbBvouwX8GkABmaQuhMi+pFQtm07eYemBG1y49/yr2E7fjs40OSeEyF+FKkFnbW3N5s2bqVOnDjdu3ECj0XDw4EFA/0WrQoUK/P3334Vqf5GcVLlyZaPj06dPk5CQgL29vVn99+/fn+H1nn3t6QTdwYMH6dDBvJrq8fHxnH5mY+X0xsrLexJCCCFExjQ6DZ//97khOVfyUXLOMYNt0pzqV8N3/i9PknOgn9397mZu/PI6H1rHkPTogZJDov56vhH6Zr7frOa8hQcV3/0wt26pQLl0P5ZUTcZl+vzd7PltUD2KFcn5culCFGQxMTG88cYbREVFGZJulpaWNGjQAFdXV37//XdAn5Dr06cPMTEx3L17lxMnTpCSkmLo4+XlxWuvvZZftyGEKKRi0ylvmWADF0vo/740SUxK+5DNxoXYMw9M9tWqYFeZBOJOfMUPLX94MqEgOQ5ssrCSJaCR+W2FEAXS7cgElh+6weqjtzKtpGGKg40F8cnaNOf3XA7nxsN4/N1fzmflQhQGhW56jYeHB3/++SfOzs6oVCrDDEg/Pz+2bduGm9vLu5zfx8eHqlWrGo41Gg370inBYMruZz5wZvTFtW3bthn2zcjevXuN9nqoUaMG3t7eJtvm5T0JIYQQIn0anYYxe8ew7YZ+BnjJewoTMknOOTaork/OmapsYO+G7zubaK7YAGCTovD5Wi0BT21Tq1ZANWMOEStW5uStFEi7LoXRe9FhkjNI0JUr6sT6DxpIck68lObOnUtISIjhAXabNm24ceMGu3bt4vvvvzdqu2TJEtavX8/BgweJjo5m4cKF+Pv7oygK4eHhaLVaFi5cyJIlS/LjVoQQhYyiKMTt2m3ytZOBKrQWj7ZbiU9I27dMa2K27zDZ95y/ilh7FTvv7OS3i7+BTgf7vocfa0L0nRyLXwhRMCmKwoFrDxi8/BhNvtnF/D3Xs5yca1rWkyV9a7O0X510X09MTZu4E0IUHIUuQQf6MoVr1qzBwsIClUqFl5cXO3bswNfXN79DMykqKgpFUbL0v127dhld4/EXyqf/93R5y8e6dOlidGzul86LFy8a9nEA/ab3r776arrt27Rpg53dk4dDBw8e5OLFi2aNtXTpUqPjZ2N+Vl7dkxBCCCFM0+g0jN07lr9D/gbMTc7VpPhPy0wn5x6xdPRiWo9tvJtoxafrdZRL51nU/enTidqw8XluoUD78/RdBi47lmFyroZfEdYMro+Ho00eRiZEwTF37lxDcq5GjRps3ryZokWLZtrPxsaG/v37c/LkSdq0aYOiKKxcuZL+/fvndshCiBdESnAwqbdumXzteKlHK3oVhYaJaT8YJdvWJPXmTZN9D5Z/UnbuQextWPU27JgMcfdhbV/QZn0VjRCi4EtI0fDr4Zu0/WEvPRcc5p9z98nKFnOONpb0bRDAzpFNWda/Ds3Le/GKvysVffSlcl3srBjYuCS7RzVjWf86lC8qe1YLUZDlS4nLnPoy5Ovry82bNwkMDGTGjBmZtlepVCxatChHxi6oevXqxfTp09Fq9bMjNmzYwJUrVyhTpkyG/b7++muj47feegtbW9t029vb29OtWzeWL19udI3MkmeXL19m48YnD9gsLS3p2bNnhn3y6p6EEEIIkZZGp2HsvrFsDdkKQMlQc5JztSj+0+IMk3OPqR08GNnrH/49NxhCLphsY1OmDI7Nm2Uj+oJv1ZGbjNl4hoy2xWpU2oMF776CnbVF3gUmRAFy/fp1bt++Dei/03311VdYPV021wzOzs5s2LCB+vXrc/r0aVasWEHnzp0znSwohBDprZ7TAScfJehqJyXh+OybuYUNNi3ewW9Zbe7/uZGwrZtxidNPxtGq4Eg5fd92nvX46MByiHoqkXf7CGyfBG0zf9YlhCgcbkUk8MvBEFYfvUVMJntOmxLo6UCf+gG8Uas4jjbGj/RVKhUjWpclIiGFjtWKYWsl3xuEKCzyJUG3dOnSNJt1Z5eiKBw+fNhopVR67V6GBF2ZMmXo06cPixcvBiAlJYW+ffvy77//ppuc2rRpk9GqNmtrayZNmpTpWJMnT2bVqlWkpupndS1dupQuXbrQsWNHk+2TkpLo168fKSkphnPvvfcepUqVKjD3JIQQQogntDot4/aNY2vwU8m53zJJzjV8heLzFpmVnHtM7eRJq/9bz64JA/FZZ7x/rJW/HyUWLcTS1TVb91CQLfjvOl/8ZTop+VjbykX5vx41sLYslIUvhMgRx48fN/zs5uZGq1atsnUdOzs7Zs6caaiq8cMPP0iCTgiRqbh0tvS47Aux9o/LWyambVCqOSp7Fxzq1iGwbh38Jk7h9L+rufX7Gh6G3yDWXkGFis9ObILU5LT9D80Bv3pQ0fQzFiFEwacoCvuvPmTpgRD+vXg/w0l56WlezpO+DUvSuLQHanX6z9NbVTS9fZAQomAr9N/0cyrR9yKZMmUKrk89xDpw4ACtWrVKU4IyOTmZH3/8kTfffNPo/MiRI/H39890nMDAQIYPH250rlu3bsyePdsoCQdw4cIFWrZsyYEDBwzn3N3dzU6a5dU9CSGEEEJPq9Mybv84/gr+CzAzOdeoTpaTc4+pVCpaTF+I58iRhnOWPj74L16MlZdXlq9XkCmKwrfbLmWanHvrleLM6VlTknPipffgwQNA/3eiWrVqaV5/9jthcrKJB92PtGrVCh8fH/0Ds/37uXv3bs4GK4R4oWijo0kICjL5WlDpJ+/PzRJNJOjKtzc6tLSypmbb3jT/ZiWuvafQ36E/r9m+iotnlfQD2DQU4h9kK3YhRP6JT9aw/NANXv3+P95ZdJgdF7KXnAPo17AkTct6ZpicE0IUXvmygg70DyZE7ihevDgbNmygTZs2hkTZ/v37qVixIrVq1SIwMJDo6GiCgoIIDw836tu+fXumTZtm9lhfffUV586dY+tW/cz61NRUhg0bxrRp06hZsyZOTk5cv36doKAgo3/n1tbWbNy4ER8fnwJ3T0IIIcTLTqvTMmH/BLZc3wKYm5yrS/G5P+uTc4mRcHoN1BkEWZxM5TFwABZOjoTPmYPf4kVYFdA9hrNDq1O4F53Igv+us+zgjQzbvteoJONfryCT0YRAv6f3Y56enmlef7aqRkJCAjY26e/XWL16de7du4eiKBw7dizdCiBCCBG3dx882m7jWcdL69+jyyanUEzzTBuVGsq9lu511So1gVaBBFoFkthoIE4r20HCM4k4Kwdo/z04eDzXPQgh8k7Ig3h+OXiDtcdvEZuNMpamLD90gyZl037+EUK8GPIlQRccHJwfw75UmjVrxsaNG+nbt68hYfX4C+ixY8dM9nn77bdZsGABFhbm1ym2sLBgzZo1DBgwgNWrVxvOh4WF8ffff5vs4+XlxbJly2jcuHEW7ijv7kkIIYR4mWl1WiYemMgf1/8AzEzONa5H8TnznyTnfukE905BzB1oNSXLSTrXHj1wbt8eC0fH57mVAiVFo2P4qhPsuhRGUqouw7YjWpdlWIvSkpwT4hHrp1blmvpc7+TkZHR89+5do+obz3JzczP8HBoamgMRCiFeVOmVtwxzgVuPnpc3SzCxes6vvtmJNcXJB95YCMu7AI8mNnuWh7d+Ac9yWQ9aCJGndDqFvVcfsOxACLsuhWV5pZxKBS3LexOblMrh4Ig0r5+4GUVCigZ763xbZyOEyEX58l+2lBrMG+3atePs2bNMmjSJ1atXExkZabJdvXr1GDVqFG+88Ua2xnF0dGTVqlV069aNb7/9lkOHDpls5+bmRvfu3ZkyZYrJma/myKt7EkIIIV5Gj5Nzm69tBiAgq8m5hAhY3lmfnAOU/bNYE3+djq//jJ2VfZZieZGSc4kpWgb9coy9VzMvUTWpQ0X6NSyZB1EJUXgUKVLE8HN0dHSa1+3s7LC3tychIQGAq1evUqlSpXSv9/Q1IiLSPggTQggARaMhbu9ek68FlVIZJiA1N5Wge6a8ZaZKNYdmY2D3DKjyFnT4AawdshixECIvxSVrWH/8NssOhnA9PD7L/Z1tLeleuwS96wXg527PwWsPeXvBk2eqNf2K0Lu+P69V9sHWShYeCPGiktR7AdWsWbMcKQPq5eXFvHnzmDVrFvv37+fGjRuEhobi4OCAr68vNWrUoGTJnHkI1K1bN7p160ZwcDBBQUHcvXuX+Ph4ihYtir+/Pw0bNjSa/ZpdeXlPQgghxMtCp+iYdGCSUXJuYqbJuQYUnzPPZHIO4P9cXVgYfYot69oxu+smnG1ccvkuCp6YpFT6Lj5C0M2oDNupVfBNt2p0q1U8bwITohApVaqU4efbt2+bbFOxYkVDVY29e/fSqVMnk+0eV+B4zPEFmgwghMhZiSdPojMxKQCelLf01Gio+GgbDiPlX8/6gE0+haJV9KUxZRW9EAXW9fA4fjl4g3XHbxOXnPUylmW9HenboCSdaxQzWhVXL9CNqsVdqOjjzDv1/Kns+/J9dxLiZSQJupeEtbU1zZs3z5OxSpYsmScJsry8JyGEEOJF9jg5t+naJsDclXNPJed0Olj5plFybomLEwuL6L9Unkh5yJfftGXE4N/w9ArIzVspUCLiU3h7wSEuhcZm2M7KQsWPb9egbWXz9uYV4mVTsWJFQJ9cu3jxIjqdDrVabdSmdu3aHDt2DEVRWLlyJdOmTcPOzi7NtX777TejspaBgYG5G7wQotCK3bXL5PkkKzjvr0+gNUlIQv1sg6JVwTUblaPUaijfLuv9hBC5TqdT2HMlnKX7Q9hzOTzL/dUqaF3Rmz4NAqgf6G6ylL1KpeL3DxqiVkuCXoiXSZrPEUIIIYQQ4uWhU3RMPjCZ36/+DoD/fX1yzimj5FyThvg+Ts6B/oFSw49ArZ/7td7Rge/cnuz/VOuKjl6/RnGqeyfu3LqQW7dS4MQlabj5MCHDNjaWahb1qS3JOSEy4OXlRZkyZQBISUkxWVK/W7dugP7hVlhYGD179iQuLs6ozY4dO/jggw8MD8WsrKxo1KhRLkcvhCis4nbvMXn+TICKVMvH5S1NvM9X6JCbYQkh8lBMUiqL9wXT8rs99FtyNFvJOVd7K/Z82pz5vV+hQSmPDPeZluScEC8fWUEnhBBCCPGS0ik6ph6cysarGwF9cm7ir2Yk52bPRf1s2eqKnaDbYrZvGfL/7N13eBP1Hwfw92V27wEUussso2zKakUU2dOBbETFgT8RNwiIExUXggpCAQFBBFkCyih7l11GSyfdu02anfv9ERqaNkmTNm3S9vN6nj5P7u57d98rJbnc+zuw1MtDuzo8RY03d6nBZQG/LDkSJj8Djz/2w96vTX1cks14UFSOaevOQ6JQGSzjKOBi4+ze6BHgYbAMIUTj8ccfR0JCAgBg//79iIyM1NkeFRWFzp074+bNmwCAPXv2wM/PD4MGDYKrqyvu3LmDK1euaKcRYBgGzz33HFxcXBr2QgghjYI8LQ3y+/f1brsUpnmAbqdWo49UVm270jsSXJY1+hCeEGLbEnPLsOFMKnbGPYBYbvh+3hRF5QpkFEvQxsO8ObkJIc0D9aAjhBBCCGmGKsK5vxL+AmBqODdAfzhXoeMYBD+2FN4qNQAg7AGLd3aoIaj0ndY3T4GMaTMhT0+31KXYnMRcESb9fBYpRnrPuTnwsf3lfhTOEWKiih5yLMsiJiYGKpXuwzKGYbBy5UrweI/aoJaVleGff/7B1q1bERcXB7bSA3MfHx988cUXDXcBhJBGxVDvOQC4EqJ5H+knkcLuYehfgXULROqCz5E4ZAgufvAqrh37Eyp13R7uE0IahkrN4sjtHEz97TweX3ECm86lmhXOcY2E8pvOpVqiioSQJsgqPejS0tK0r1u3bl1t/oCGoFKpkJGRoV329/dv8DoQQogtevbZZ7Ft2zaddQEBAUhJSam3c6akpFSbu5Kt8mXXGscipKlSs2osO7esFuHcT4bDuYdCeszBRoaHxf9+g5e3q2CnqF5GkZGB1MnPI2j33+B5NK2A6mZGCaavu4ACsdxgGR9nIf54sS+CvZ0asGaENG6DBw/GN998A7Va0wAgLy8PLVq00CkzcOBAbN68GTNmzEB5eblO75WK1yzLolWrVti3bx98fX0b7gIIIY2KKDZW7/rEFkCxk+b9JKpcUm273H0w5En/AQCcdmYBO4/inOsSFHdygf/MFxDef2a91ZkQUjslEgX+vJSOjWdTkVZofHh6fdwd+Hiutz+m9A3AR7tv4fDtHO02BwEX4yL8MKVvLealJIQ0C1YJ6AIDA8EwDBiGQVJSklXCsQcPHmgnBGcYBkqlssHrQAghtmbPnj3VwjlCSNOiZtX49Nyn2HFvBwBTw7mB8Fu5ssZwroJf95n41KkbEvZOh6NMT0IHwGX0KHDd3fVua6wuphRi1vqLKJMZvq/093DA1hf7ws/NvgFrRkjjx+Fw8Oabb9ZYbuLEiejduze++OIL7NmzB5mZmdptYWFheOaZZ/DWW2/B1dW1PqtLCGnEVCIRxBcv6t0WF6ppYM6wLAbpCehK06sPYedRoobbmWK81ONbOCZ8h+WeA+Ei6YBSuzYADYNJiNUk5JQh5kwKdsZlGB2W3pBOrVwwIzIQo7q2gh2fCwCY2i8Ah2/nIMzHCVP7BWBchB+c7fiWrjohpAmx2hx0ttCbwRbqQAghtqK4uBhz5861djUIIfWIZVl8dv4zbL+3HYAmnFu01bLhXAXfthHgb9uFG1Mmwidb9wRuzz4DnwULmtTcLLF3c/Hy75chVagNlunQ0gUbZ/WGt7OwAWtGSPPj7++PVatWYdWqVZBIJCguLoa7uzvs7OysXTVCSCMgPn0GUOhvYHQ5VHPv0lkmh5e6yme+ow9KY2/q3e9OG6DEiYFEzSLk6hZ0ZVlkuvbExeB5Fq07IcS4imEsY86k4Mz9ArP353IYPBXeAjMiA9EjwL3a95mBoV748+V+6KlnGyGE6GO1gI7epAghxLa89dZb2lbmzs7OKCsrs3KNCCGWxLIsPj3/Kbbd1fSSrQjnXKo3/tZyrGU4V8GjdQh6/XUQOS+9BulNzQMrl1Gj0OKjj5rMvSDLsvjnRjb+t+0KFCrDjb96BLhj3YxecLWnFrSENCR7e3vY21OPVUKI6QwNb1noBCQ/HFk3Wk/vOZn7IMjvn9G779n2mp53/SUSOD1sLF7sEKS3LCHE8orL5dh2MR2bzqXiQZGRL0AGOAq5mNU/CM/3CUALV8MNfjgcBr0Cm9YQ/oSQ+mXVHnRN5cEMIYQ0docPH8a6desAADweDx9//LFJw0gRQhqHip5zFeGcf65p4VzrinCuvBD4cwbwxCdAyy5mndvB0xf+MeuR/vLL4Lq5odXnn4GxwvzD9SHmdDL2Xc9CXFoR1EYGZhgY5oVfpvaAg8Bqt96EEEIIMQGrVkN0/LjebXGhjHZIysF6AjqpOhTgXQCqTKGiBnChnWa/YeJH81tluPexUK0JIYbcyS7FhjMp2HUlw+hIFzVp4+6A+UPb0rNsQojFWb0H3blz55CSktLg58/Ozm7wcxJCiC0Si8WYM2eOdnn+/Pno1q2b9SpECLEolmXxxYUv8MfdPwBowrmPttQUzg1C6x9/eBTObRgN5NwANo4Gpu0xO6TjOjnBf80agMsFw2v8IRXLslh5NBHf/HevxrJPhbfAd892g5DHbYCaEUIIIaQupDduQFVYqHdbxfCWfgolQqsOgSl0geust+D0zCuI/3sDHuzZjta3C8BTA3dbA0XODIRqtTbYK3IIRrnQp16vhZDmSqlS4/DtHKw/nYLzyfr/P5vrTnYZrqQXo7t/05pDmxBifVZ9QsKyLJ577jmrnZ9hGJqHjhDS7L3//vvahhLBwcFYsmQJzp8/b91KEUIsgmVZfHnxS2y5swWAieHcwIGacE4oBMQFwMYxmnAOACRFkG4cjcvDP0H/zlPMqguniQwxx7IsPt0fj7WnUmosO7FHa3wxvjN43KbRY5AQQghp6sqOHdO7Xs4FbgZoArro8nJU60MT9gTAE4DrKkDn6fPQefo8FOem4cra95EguQMeK8NAiRSOD59BPXDvW49XQUjzVCiW44+Lafj9bCoyS4xMsm2Al5MQIzq3wIazqdW2tW/hDKlcZYlqEkKIDqsGdNYOyKhbMiGkuTtz5gx++ukn7fIvv/xC87Q8VFZWhtOnTyMjIwN5eXkQCoXw8fFBhw4dEBER0Wg/Q9RqNS5cuICkpCRkZ2dDJpMhICAAkydPNrhPUVERrl69ioSEBJSUlEAmk8He3h5ubm4ICAhAhw4d4Ofn14BXQUzBsiyWX1yOzbc3AzAjnFv5o/5wDoACwAIXHk5c/gIflOfg2T5v1fNV2BaVmsX7f13H9ssPaiw7s38gFo3oCA6ncb5XEEIIIc2RKFb/8JY3AxjIBIaHt0SHkdVWufn4I/qDzYgG8HJxCkpv/w3cOwI25TQy3XpbsNaENG+3Mkuw4UwKdl/NhExp/jCW3dq4YWb/QDwV3hICHgfJBeU4cS8PfC6D4Z1bYmrfAPQIcG+0zwAIIbbNqnPQWZst1IEQQqxFJpNh1qxZUKs1N7DTp0/H448/buVaWd+ZM2fw8ccf4+jRo1BUHbrmIR8fH0ydOhXvv/8+PD09TTpu5Zv5wYMHI9bA5PP6zJgxAxs2bNAuJycnIzAwUG/ZmJgYzJw5U7u8fv16zJgxAxKJBMuWLcOGDRuQmZmps4+rq6vegO7YsWP44osvcOTIEahUxlsL+vn54amnnsJrr72Grl27mnxtpH5UhHO/3/4dANDG3HAOAE6t0Ann1AAWeXviuIMmxP88fj248XmYOOPzZvNl9V5OGXbE1RzO/e/xMLwxJKzZ/F4IsYZjx47h6NGjuHLlCnJzc1FSUmLwc9sQhmFw//79eqohIaSxUWRlQXbnjt5tl8M0n+nOKjV6SGW6G7lCINT49yhXt0C49vsf0O9/KMtJhfTcVQvUmJDmS6FS499bOdhwJgUXUswfxpLPZTCqSytMjwxE1zZuOtteGhSMPkEeeLpnG3g7Cy1UY0II0c8qAd3ixYutcVpCCCGVLFmyBHfv3gUAeHt745tvvrFyjaxLoVDg5Zdfxrp162osm5ubi2+++QZr167Fpk2bMGrUqAaoYe3dvn0b48ePxx0DDxyqYlkW//vf//DDDz+YfI6MjAysXbsWvr6+FNBZGcuy+PrS1zrh3GJzwzkAGPIRkJ8AJBwCC+BzT3fsd3IEADAsi7n71Qi/uRt/J2Vg7Mcbm3wYJVOq8N3he1DX0L5r0ciOmD0gqGEqRUgzdOjQIcybNw+JiYnadbVteNnU37cIIeYRHdffew4A4kI07xcDJBLwq24MjgKEzqafyJ7msCKktgpEMvxxMR2bzqYiu9T8YSx9nIWY0jcAz/X2Nxi+9Q/1Qv9Qr7pWlRBCTEIBHSGENENxcXH4+uuvtcvfffedyT3BmiKFQoERI0bgv//+01nP4/HQq1cvtGnTBhKJBPHx8Tot7UtKSjBu3DisW7cO06ZNa+hqm6SwsBAjR45EUlISAEAgEKBXr17w8/ODXC5HUlIS0tLSdPb57LPPqoVzPB4PXbp0QUBAABwdHSGRSFBUVIQ7d+5U65FHrIdlWXxz6RtsjN8IoA7hHADwhMAzm4BtU7Ey7xz+cHGuOAlm/avG4JuaB+Lt/7yE/dLnMGL51ib7sLtcrsRLmy7jZEK+wTIMA3w5vgue7tWmAWtGSPPy1Vdf4b333gOgeb+reM+pzXsPjaZCCKlKdCxW7/oUH6DAVfM+E2Xi8JaEEMu68aAEMWdSsPd6JuS1GMYSAKb29cdHozqBT/NDE0JsiFXnoCOEWI9SrUROeY61q9Es+Dr4gsexnbdbpVKJWbNmQalUAgCGDRtmdP6x5uDDDz/UCecYhsHcuXOxZMkSeHt765Q9ffo05s6dixs3NEP/qVQqvPTSS+jWrRu6dOnSoPU2xZIlS1BWVgY7Ozt89NFHeP311+Hk5KRTJjk5Wfu6pKQEn3zyiXaZy+Vi0aJFeOONN+Dm5qb3HFlZWTh48CA2bmz6vahsGcuyWHF5BTbEa4ZDbZNXh3CuwsOQzn7rU4A6DwDw3HE1nozTfbAdsvcacpw/ge/CD8FwmtYX3hKJAjPXX0BcWrHBMlwOgx+fi8Dwzi0brmKENDOHDh3Cu+++C0DzOV15PnMHBwe4ubmBz6/Wr4UQQkyilkggPndO77a4UM39LZdl0V9S5caK4QDthtd39QhplhQqNQ7czMaGMym4nFpU5+PdzCylcI4QYnNs54kxIaRB5ZTnYNhfw6xdjWbh4ISD8HPys3Y1tL744gtcu3YNAODo6IjVq1dbuUb6paSk1Gq/Bw9qnh+qsmvXrun0JgSA77//Hq+//rre8v3798eZM2cwdOhQnHv4JV4qleKFF17AhQsXalXn+lRWVgaBQIADBw4gKipKb5mgoEfD8R06dAhS6aOhQhYuXFhjz/eWLVti5syZmDlzJiRVH1qQBsGyLL6N+xYxt2IAPAznNtcQzg0YYDycq8AT4oXnDsD576m49d8tjDurv9dJ0ZYtAMOgxaKFtbwK25NXJsO0dRdwO6vUYBkBl4M103ticFtvg2UIIXVX0XOuIphr06YN3n33XYwcORL+/v5Wrh0hpLETnz0HVibTu+1yiOaBfg+pDK5Vx7r27wc40lB4hFhSXpkMWy+k4fdzqcgt0///0hgHARfl8upzqN/KLEVGsQR+bvaWqCYhhFgEBXSEENKMxMfH6/SOWrZsGQIDA61XISMqh0b1acWKFTrDXE2YMMFgOFfByckJ27ZtQ8eOHSEWiwEAFy9exIkTJzBo0KB6rW9tLFy40GA4V1VqaqrO8sSJE806l709fdlpaCzL4ru477D+5noAmnDuo5p6zg0YgNY/raw5nKvAE+KZidtxMnsR1Md3QF+7U8beHi4jmk4L8oxiCaasPY/kfLHBMs5CHtbN7IVegR4NWDNCmp/79+/j2rVr2l7affr0wb///gtnZzPmfCKEECNEsbF615c4AImtNK/1Dm/ZfkT9VYqQZuZaejFizqRg//UsyFXmD2PZO9ADM/oHItjLEcO+P6ld38bDHlP6BGBSzzbwcBRYssqEEFJnFNARQkgzoVarMXv2bMgetgzt0aMH5s2bZ+VaWZdMJsO2bdt01n322Wcm7evv74+5c+fq9L6LiYmxuYDOwcGhTv/Oubm5FqwNsTSWZfHDlR+w7uY6AI/COddyw/uYHc5VMvC1ZTjv7ALHL9aBW6kBOcPno/XKH+HQvbvZx7RF9/NEmLr2PDJLDE887+kowIZZvRHu59qANSOkeTp79iwAzXseh8PBxo0bKZwjhFgMy7IGA7orIQxYjuH550pSHeAQkgu+j099VpGQJkuuVOOfG1mIOZOCq+nFZu8v5HEwtpsfpkUGoFOrR/flkSGesONzMbVvAAa19QaXQ1MxEEJsEwV0hBDSTHz//ffaIRl5PB7Wrl0LLpdr5VpZ18WLF7WBJQD06tULbdu2NXn/adOm6QR0p06dsmj9LCE6OhqurqYHCO3bt9dZrpifr+q8dcT6WJbFj1d+xNobawEArU0J5/r3fxTOlRcCQmeAa96cTX2mv40s7zCUvPsRWIUC4HLh9+0KOPXvX5fLsQlxaUW4nVmKFf/dQ4FYbrBcS1c7/P5CH4R40/8LQhpCRWMRhmEQERGBsLAwK9eIENKUyG7fhtJAo7TLD+efC5HL0ebhHN4V5MKOyFyyHFj6FTKCXaCO7osuE2ajRVDneq8zIY1dbqkUm8+nYfP5NOSLzB/G0s/NHlP6BuDZXm3grqdX3IZZvWm+OUJIo0ABHSGENANJSUlYuPDRvFDz589Ht27drFchE1QedtIcKSkpJg+PeenSJZ3lyMhIs84VHh4OFxcXlJZq5qdKSEhASUmJWYFYfYuIiDCr/JAhQ+Dj46N9GHru3DmEhYVh9uzZGDduHCIiIsDh0BcdW/Dr9V+x5uYaAJpwbrE54Zw4H9gwCvAMASauNzukazl8LJxdvZHx+jy0WLIYzo8/XpdLsQmnEvIxe8NFyJTGh9MJ8nLEptm90drdoYFqRgipfE8QGhpqxZoQQpqiMgO955Qc4HqQ4d5zpcXBAOIAloXf/RLg/iEUrD2E6605KHxjEB7v9wa8vNpX24+Q5oplWVxJL0bM6RQcuJkFhcr87/x9gjwws38gHu/gC56RAI7COUJIY0HvVoQQ0sSxLIs5c+agvFzz5D44OBhLliyxbqVsRNXhG83pPQdoWvJX3cfWhoT0MXO4HQcHB/z88886IVx2djY+/fRT9OzZE56enhg+fDiWLVuG2NhYSKWGhwAk9Se3PBcb4zcCMLHnXGSkJpyzs3sUzuXGA7f3AjtmAiqF2XVw6t8fIYf/g+vo0bW9DJtx6FY2Zqy/UGM4176FM7a/1I/COUIamJ+fn/a1SqWyYk0IIU2R6Fis3vXx/gwkQiMBXXxRtXUcABK1Gp8WnsLoPROg2DAaiNsISKqXJaS5kClV+OvyA4z56TTGrzqDPdcyaxXOAcDUfgEYFt7SaDhHCCGNCfWgI6SZ8nXwxcEJB61djWbB18HXqudfs2YNjh49ql3+5ZdfYG9vb8Ua2Y6iIt0vyrXp+VZ1n8LCwjrVydJqM0fPuHHjcPDgQbzyyitITEzU2VZcXIwDBw7gwIEDAAAnJyeMHj0a//vf/9CrVy+L1JkYl1ueizxJHgDAL18TzrnVFM6t+ql6OFfh9l7k/DkFnBHfwtu5lVl14Xl41OYSbMpflx/g7R3XoK7hGUF3fzesn9Ebrg7m9TYkhNRdp06dtK/T09OtWBNCSFOjzMuD9MYNvdsqhrf0UKnQWaY79LWcEwBZQrLe/c611wQHUeUS8POPA8nHATs3oGPjb9REiDmyS6TYfD4VW86nGR0+3hybzqZiZBfzvrMQQogto4COkGaKx+HBz8mv5oKk0Vu8eLH29fDhwxEaGoqUlBSj+2RnZ+ssK5VKnX1UKhWcnZ0hEFQf670xqTqMJsPUfeJoSxzDFgwdOhS3b9/G3r17sX37dhw7dgw5OTnVyolEImzZsgVbtmzBzJkz8dNPP1EAXI8UaoU2nGtZyOLdzXUM5wAUcTh4sewa5LtGYc2Yv9DaNbAer8C2nEsqwFt/Xqux3IBQL/wytQcchXTrTIg1dO7cGeHh4bh58yYuX76MoqIiuLu7W7tahJAmQHTihMFtcQ8DukHlElSdubu0tC2AW3r3O9des98wsVizQuAMhA2ta1UJaRRYlsXl1CKsP5OCQzezoaypFZwe/UM9wYDBqcR87ToOAwzp4IupfQMsWV1CCLE6espACCFNnETyaDiWf/75x+T52SrLyMiott+JEyfQuXPjngDdo0rvn5KSErOPUXWf+nhgaK3hvHg8HsaNG4dx48YBABITE3H27FmcPn0a//33H5KSknTKr1+/HsXFxdi5c6c1qtvkKdQKKNVKAIBACbz7Z03hXL9H4RwAlDzQ/FQiYhjMbeGNJAEfYOV4a/MUfDLoC4SFD6ivy7AptzJq/j8/tKMvVk6OgJBX9dEcIaQhvfXWW5g5cyZUKhW++eYbfPLJJ9auEiGkCRAZmH/ugSeQ4254eEtuWC8IQqSQ37+vsz6hJZDvysBZpUY/ycOh4NsPB/jUgI00bVKFCnuuZWLDmRTcyiw1e397Phfju/themQg2vo641ZmCUb8cApeTgI828sfz/Xxh58b/T8ihDQ9FNARQghptqrOz3bv3j2z9mdZFgkJCTrrvL299ZblcrnaoE2pVJp1nqpDcVpLaGgoQkNDMXXqVADA1atXsXz5cmzdulVbZteuXTh8+DAef/xxa1WzScqX5OuEcy0LWDjWGM6tehTOAUCrbsDUv4FNYwFZKaQMg3m+3rglFAIAPEtYvPp7AfLWvwjpT9+gc++n6u16rI1lWXx/JAHfHU4wWm5Cdz98OaELzXFBiA2YPn069u3bh7/++gvLly9H//798dRTTfd9ihBS/9RyOUSnz+jdVtF7TqBmHwVtFRx94D7nbbi/9C4SrxzDvb82wP7EZbTIVeJcB809w2Pl5dAOih0+oZ6ugBDryyyW4PdzqfjjYjoKazGMpb+HA6b1C8Cknm3gav9oKPlOrVyxfmYvRIZ4UkM5QkiTRgEdIYSQZqtnz546y2fO6P+CbsitW7d0etCFhYXBzc1Nb1kXFxdt0FZcXGz2eWxRt27dsGXLFri7u2PVqlXa9bt27aKAzoLyyvOQX64Z3oVhNeEcT224vN5wrkLrHsDUv6HYNBZvuwpw0V5TxlXMYtFWFbxLAYBF6ctv4dr3UnQdOM7yF2RlajWLT/bfxrrT+ueNqTC9XwAWj+oEDqdpDFtLSFOwYcMGKBQK7NmzB2PGjMF7772H+fPnG/zsJYQQY8rPXwBbrr/F0+VQTdDWRyqFQ5Vh8dF+OMDRbA+NiEZoRDQAIOHYRgQ+2INAxV0MEz88rp0bEBxdL/UnxFpYlsWF5EJsOJuCQ7dyoKrFMJYDw7wwIzIQUe18wDVwvx3dzkfvekIIaUoooCOEkCbO3DAIAGJjYxEd/eiLZEBAQLU56MrKyixQO+vq2bMnhEIhZDIZAODChQtISEhAWFiYSftv2rRJZ3nAAMPDAvr4+GgDuoSEBCgUCvD5fIPlK9y+fbvGOQOtbfbs2ToBXXKy8eCDmC6vPA+55bkANOEcXwmgpnDup5/0h3MVWvdA+bObkHN4rmYfCYuFW1VoVamjpks5C+bNT1H+awAcune3wJXYBpWaxXt/Xceflx8YLTdvSBjefDysycwpSYit+/jjj00u27VrV5w5cwb5+fn49NNPsWLFCvTr1w8dO3aEu7s7OBzzerx+9NFH5la3SVAoFDh9+jTS0tKQlZUFJycntGrVChEREQgMDLR29QhpEIaGtxTZAfceTteub3hLtB+pd7+w6GkIwzTMUauB7OvArZ0AVwjwGve83YRUkCpU2H01AzFnUnE7y/xhLAHAQcDF36/0R9sWzhauHSGENE4U0BFCCGm27Ozs8PTTT+sEbQsXLsS2bdtq3PfBgwc6oRSgGX7LkO7du+Pu3bsAALlcjn///RcjRoyo8TzmPLS0Fh5P93ZC+HDIRFI3lcM5vgqAEjAWFzn066sJ5+xrnpvBNSgKvz2xBvMv/oBRMTcQkFe9DCsSI232CwhYvw723brV5hJsilypxntb4/DPjWyj5RaO6IAXBgY3UK0IIQCwZMkSswNxhmHAsizKy8tx9OhRHD16tFbnbgwB3bPPPlvt3qRq4ylT5eXlYfHixdi2bRsKCwv1lomMjMT8+fMxYQINy0eaLpZlDQZ0V4MZqLia96TBVQM6gTMQNMjosRkORzO0eKtuda8oITbgQVE5Np1LxbaL6SguV9TpWOVyFVIKxBTQEULIQzShBiGEkGbtzTff1HkouH37dqxevdroPmKxGM888wxEIpF2XY8ePTB48GCD+wwZMkRnecmSJTXORffjjz/ijz/+MFrG0jZv3ozbt2+btc/GjRt1ljt06GDJKjVLOuGcEmhRxNYYzrVZtcqkcK6Cc8AAfPf4T3BwcDVYRtg2DIJQ03qU2jKZCpi3I95oOMcwwBfjO1M4R0gjwjBMrXu6slWHrLNRe/bsManhkCkOHDiA8PBwrF692mA4B2iG/J44cSKmTJkCsVhskXMTYmvkiYlQZGTo3Xb54fxznWQy+D6cQ1qr7RMAjxqjkaaPZVmcuZ+PlzZdwqDlx/DL8SSzwzl9H9E+zkKUy1XVNxBCSDNFAR0hhJBmLSIiAvPnz9dZ9+qrr2LevHkoKCioVv7s2bMYMGCAznx1QqEQa9euNXqeZ555Bi4uLtrlS5cuYezYscjMzKxWNj09HS+88ALmzZsHAHB3dzfrmurizz//RKdOnRAdHY2ffvrJaOv8vLw8LFiwACtWrNCu43A4mDJlSgPUtOnKl+TrhHOtCllwjQxr6dDX/HCugqObNwZu+xcPOnpX2yZs1w7+v/4KrpOj2ce1FSIFUCQFVt/m4kxSkcFyfC6DH5+LwLO9/RuwdoSQyliWbdCfxqC4uBhz5861yLFiY2MxduxY5ObmatcxDIMePXpg0qRJGDp0KLy8vHT22bx5M5577jmo1UY+hAhppMoM9J5TM5oedICe3nOAweEtCWkqyuVKbDmfhmHfncTkNedx6FYOzJlizknIw4zIQBx9azDGRfhp1/cN9sBPk7vj9HuPYWyl9YQQ0tzREJeEEEKavc8++wxXrlzRDo/Fsix+/PFHrF69Gn369EHr1q0hlUpx69YtJCYm6uzL4XCwatUqdKthCEAnJyd8/vnnePXVV7Xr9u/fj4CAAPTp0wf+/v6QyWRISkrCtWvXtA8PJ0+eDD6fjw0bNlj2oo1gWRaxsbGIjY3Fa6+9Bk9PT3Tq1Amenp5wdHREeXk5kpKScOPGDaiqtCr+4IMP0LFjxwara1OTL8lHjjgHgG44Z6iNqUPfvmiz+mE4J8oFcm4BIdEGSusndHJB1JZDSH7zdaiOnQYACAID4f/bWnBdDfeus3XZpTJ8d5OLEjkgVxvuYWPH52D1lB40CT0hVnTs2DFrV8EmvfXWW9qGPM7OzrWe//fBgwcYP3485HK5dl3//v2xZs0anV7vMpkMv/zyCxYsWACFQtNLYu/evVi4cCE+++yzOlwJIbZHdCxW7/o7rQGxvea+IbpqQMcVAGFD67lmhFhHemE5Np5NwbaL6SiVGh/pRZ9gb0fMiAzE+O6t4STUPG6e3i8QTkIepvQNQFtfGtKSEEL0aZQB3YMHD5CUlITCwkKUlZWBZVlMmzbN2tUihBDSSAkEAhw4cABz5szRGa5RqVTi9OnTBvdzcXHBhg0bMHbsWJPOM3fuXMTHx+Onn36qdg5955k6dSp+++03zJkzx/SLqQcFBQU4ceKE0TI8Hg+LFi1qFHP52CpD4Zwh9r16oc133z4K52JGAkXJwNObgHbDzDo3384eYT/+jKwPF6L84kX4r18HXpWeFI1Jcr4YUzdcRZ7U+NB3zkIefpvRC72DPBqoZoQQfYwNEd1cHT58GOvWrQOg+Yz9+OOP8eabb9bqWIsXL0ZR0aNexJGRkTh8+DDs7Ox0ygmFQsybNw/+/v4YN26cdv2KFSvw0ksvISAgoFbnJ8TWKIuKILl6Ve+2uFDNQFMtlEq0k1cZzi84ChBSyECaDpZlcTqxADFnUnDkTg7M7WDOMMBj7XwwPTIQA0K9wOHo3nt3beOGrm3cLFdhQghpghpNQJeamopvv/0We/bsQWpqarXt+gK6kydPaltjuru74/XXX6/3ehJCCGmcBAIBNmzYgDlz5uDjjz9GbGystvV4Vd7e3pgyZQo++OCDasNBGcMwDFauXInIyEh89NFHuH//vt5yPXr0wNtvv41nnnmmVtdSF99//z2GDBmCgwcP4uzZszoP9PRxcXHBuHHj8O6779Lcc3VgbjjHcXSE3zdfa8K5shxgwygg/65m4/aptQrpGB4PLT//DKqCAvC8qw952VjceFCCqb+dR7HE+BwZHo4CbJzVG+F+jbeXICGkaRKLxTqNc+bPn19jT31DEhISdHrhCwQCxMTEVAvnKhs7diymT5+u3U8mk2Hp0qXawJCQxk588iRgYOjWivnnosol1ef/peEtSRMhlimx80oGNp5JQUKuqOYdqhDyOJjSNwDT+gUgwLPxDodPCCG2wOYDOrVajUWLFuGrr76CSqXSO1+AoYnBvby8sGTJEu324cOHIyQkpF7rSwghTUFUVFSDzs8SGBhosfPV9VgDBgzAv//+i7KyMpw8eRIZGRnIz8+HUCiEt7c3OnTogB49ehj87DHF5MmTMXnyZNy4cQOXLl1CXl4eeDwe/Pz80LVrV7Rv316nfExMDGJiYkw69owZMzBjxoxa1y0gIACvv/46Xn/9dbAsi8TERCQkJCAtLQ0lJSVQKBRwcnLSDnsZHh4OgUBQ6/OR2oVz/IAAcOzsqodzAKCSA9unImvMD2jR+Vmz/lYZDqdRh3MXUwoxde15SJXG50tq4WKH31/og1AfpwaqGSGEmO7999/XzgEbHByMJUuW4Pz587U61pYtW3SGox4/fjzCwsJq3O/dd9/VCfa2b9+OVatWGQ32CGksRAbmn8t2AzI8Na+jqgxvqSjnIW/LFdgXt4J9ZF/Y2VNPOtL4pOSLsfFsKv68nI6yWgxjWcHHRYgPh3eo1mOOEEKI+Ww6oFMoFBgxYgSOHDkClmWrPWBiGMboQ9gOHTogOjoax44dA8Mw2LJlCxYtWlTf1SaEENIEODs7Y/jw4fV6js6dO6Nz5871eo66YBgGYWFhJj3II7VTICkwK5wDhwN+QAAYDgeQllQP5x66y2Ex8/InGJV9Cu8O/REchlNPV2BbUgvEkNUQzvl7OGDzC33QxsOhgWpFCCGmO3PmjM5Q2L/88gvs7e1rfbxdu3bpLM+cOdOk/Tp06IA+ffpog0GxWIx///0Xo0ePrnVdCLEFrEIB0clTerfFhTIAw8BBrUYviVRnW2lpO5TEHkLJ/kMoFwJZEa3h2a8bIp59B3aujbdxE2n61GoWJxPzseFMCo7dzTV7GEt90gsluPagGBH+7nU/GCGENHM2/bRm9uzZOHz4MIBHYdzAgQPx0Ucf4ZNPPjGph8SECRO0r//99996qyshhBBCiDkKJAXIFmcDMD2c4wgEmnAOAIQumrlQqkjj8fByCx+UcTjYknUCP6yfC4VSbvkLsDHbL6Xj3b9uwNjdYZiPE3bM7UfhHCHEJslkMsyaNQvqh0PvTZ8+HY8//nitj5ednY1r165pl3k8Hvr372/y/lFRUTrLBw4cqHVdCLEV5ZfjoC4r07utYnjL/hIpqo4PUZr2aI2DDAg59wBu3+7DoQmD8OGWITh/aTWgMj68NiENSSRTYsOZFDz+7XFMX3cBR++YF8652PEwpa8/uJX6Sjjb8TCrfxCOvDWYwjlCCLEQm+1Bd+TIEfz+++/aYC40NBRbtmxBz549AWjmpFu4cGGNxxkxYgRee+01sCyLixcvQiqV0rAchBBCCLEqc8M5joMDODKZZib2CgwDPPWl5vWFXwAAOVwuXmzhg3weFwAw8KYaQ/eewP7jwzDs172wEza9OSJYlsWq2Pv46lD1noSVhbd0wu9z+sHNgYZkJaQ5KC0txddff41du3YhOTkZQqEQHTp0wIwZM/DCCy9Yu3p6LVmyBHfvat7LvL298c0339TpeDdv3tRZ7tKlCxwdTf8ciIyM1Fm+detWnepDiC0wNLylRADcbqO5z4ouL9fZphBzIU3K0bvf5RAO9ihyYX/2S/Q5shzoOEZzf8YTWrTehJgqVwJ88e997LmRC5HM/GEs2/k6Y0b/QIzt5gd7ARfF5Qok5YkxrV8ARndrBQeBzT5KJoSQRslm31WXLl0KQPPQJSAgAGfOnIGXl5fZxwkICICbmxuKi4uhUChw586dWk+wTQghhBBSV2aHc46O4LRqBSQlVd9YKaQrvrQGL7XwRgZfc3vX654ar+xTgwOg3fksHJr6JB5fvw+Ojm4WviLrUalZfLz3FjacTTVarp2rGmuf70LhHCGN2J49e/D1118DAIRCIfbt2wehUP8D8LS0NAwZMgRJSUnaUVfKy8tx5swZnD17Flu3bsW+ffvqNHSkpcXFxWmvDwC+++47eHp61umY8fHxOsuhoaFm7V91/vaqxyOkMTIU0F0LYqDkMeCwLAaWVxnesjgIQLne/c6214R6w8TlgFQGpJ2jcI40ODXLIr6IwYlsBreLOQAyzdqfwwBPdGyB6ZGB6BvsoTPF0PKJXWDP59ZpDnZCCCGG2eQQl4WFhThz5gwYhgHDMPj+++9rFc5V6Nixo/b1vXv3LFFFQgghhBCzFUoKzQ7nBP7+YLhcw4UehnTxXcYila8JoDonq/G/v9XgVhrGpu31AuS/8RbUEoklLsXqpAoV5m29UmM419NLjZfaq+EgMPI7JITYvPXr1+PUqVM4ffo0WrZsaTCcA4Bnn30W9+/f185jXvmHZVnExsZi6tSpDVh745RKJWbNmgWlUtPTYdiwYZg8eXKdj5uYmKiz7O/vb9b+AQEBOssFBQUoKiqqc70IsRZZcjLkKSl6t1UMb9lNJoObWvfmrCxDf8/TFB8g24OBt1KJCKlMszJ8gt6yhNSXK2lFmLQ2Dr/c4T4M50zn5sDHy4NDcOKdaPw8tQf6hXhWC+IcBDwK5wghpB7ZZEB36tQpqNVqsCwLb2/vOk9EXTncy83NrWv1CCGEEELMVigpRJY4C4Cpw1qaEM5VYBhEjlmHlYO/QZdMPt7ZoQZfVb1Y+akzSJszB6yicc+RUipVYMb6C9h/I8touSGt1JgSqgbXJu94CSHmiK3U62XSpEkGy+3cuRPnzp3TCeRcXFzg5uamDexYlsWuXbtsZo7yL774QjtXnKOjI1avXm2R4xYXF+ss+/j4mLW/k5NTtekhSkpK6lotQqxGdPy43vVqAFdDHg5vKa7ekMnrxRfgPGY0yu10Q4qz7TU3GEPFEmjv1sLHW6q6hBglU6rw5cE7mLD6DBLy9PfwNGZ015Y49/4QvPdUe7R2p/mZCSHEWmxyiMusLM3DFoZhtHPO1YWzs7P2tUgkqvPxCCGEEELMUSitRTgXYGI4V4Fh0D/oCTh1zQG75TODxZwGDgLD55t+XBsilikhkikxfd0F3MkuM1r27ceD0VpMIycQ0hTcu3dPGwxxOBwMGTLEYNmff/4ZgGaqBDs7O2zcuBETJ04EAOzbtw/PP/+89jvhDz/8gCeeeKKea29cfHw8PvnkE+3ysmXLEBgYaJFjV/3uW5shPe3t7SGVPhrur6zM+HuvqXJzc5GXl2fWPlV7BIpEIpSWllqkPsaIxWKjy6TxKDl8RO/6xFZAiaMmfBtcZaQBtas/1NFj4PLYWNgteBO3/tuK0r1b0TK+DOe0w1tq/iZUvp0h5nsDNfxd0t8Uqav4bBEW7r2LxFoEcxVuPCiGrFwEOfWOI3rQ+xSxNGv9TTWGLMgmA7rCwkLta3d39zofT1LpBovfSB9IEUIIIaRxKpQWIkv0MJxTmRLOOZgfzlXSdfhU3LF3Qvn/PoS9jNXZ5jlnDrxeerFWx7W29MJyPPvrWYhkKpRIDPcA5HMZfPN0N0QFOeHYMQroCGkKEhISAGgacIaEhMDBQX9L/6KiIhw7dkw7FNeCBQu04RwAjBw5El999RVefvllAMB///0HkUgEJyener4C/dRqNWbPng2ZTDM0Xo8ePTBv3jyLHb/qA4mqveFMYW9vrzOspaUecqxatUo773xtXbhwAdnZ2Rapj7nnJY0PRyJFSFwc9EURcaGannCBcgWCFEqdbUmCjrhVed46x2Dg2Q+RLhdhYvkJJMuuoZNCc9Tb3E64f+yY2XWjvyliKqUa+DeDg/8eMFDr/Wuujs9hoVDrlvV3ZBHpJsLRY7HgUD5HTEDvU8TSGupvKi0trUHOUxc2GdC5uLhoX1uihV5OTo72tYeHR52PRwghhBBiimrhXIEp4VyAJpxTKYDSDMC1tdnnbR89DslrnCF7/UOwJZpW3O6TJ8N7/pu1ug5ri88sxeS151BcbnxoTichD79M7YH+oV4N0quCENIw0tPTta9DQ0MNljt58iRUKs34vhwOB3Pnzq1WZsaMGZg/fz7Ky8uhVCpx7do19O/f3/KVNsH333+Pc+fOAQB4PB7Wrl0Lbi0bZ5iiNnMI0bxDpKlwuHcPjFr/TVjF/HNR5dWHt8xy66F3H47ACb6C4fDFcPzrLYNPyTUUOYVZrsKEVJEpBn5P5CKj3LT35daOLAa1UCPImcVnV7ngMUB3Lxb9W6gRYJ12KYQQQvSwyYDO29tb+7qitWRtqVQqXLlyRbvcsmXLOh2PEEIIIcQURXUN5/ITAJUMUMoA1wCzzx/U+3HINgcibdZsOPbrB9+FHzbKB63nkwowY90FSJRGfnkAvJyEiJnZC+F+rg1UM0JIQ6ncaLNyY86qTp48CUATKvXo0UPvdz+BQICIiAicPn0aAHD37l2rBHRJSUlYuHChdnn+/Pno1q2bRc9RtWegRFI9fKhJ1X2s1duQkLpyunNb7/p8ZyD14fSMVQM6Kc8FhY41h24qjhBZ7r3rXEdC9FGxwJEMBgcfcKBia76X7+yuxhA/NQKdgIpb/5lt1Qh1YeFIg4oRQojNscmArnPnzgA08wbcvXsXDx48QOvW5rceB4ADBw6gvFwzJjPDMOjbt6/F6kkIIYQQok+RtAiZlcK5lrUN5wBAUQ4UpQAs++hbtomEoaEI/HM7eJ6eYDicWl6N9fx7KxtzN8dBpWaNlgvycsSGmb3h70kT3BPSFFUMAQnAaA+zit5oABAdHW2wXOXvlsXFxXWrXC2wLIs5c+Zov6cGBwdjyZIlFj+PLQd0r7zyCiZNmmTWPomJiRg7dqx2uXfv3ujQoYNF6mOMWCzWGYapd+/ecHR0rPfzEsthVSpkf/Y59N2KxYUyAMPAVaVC10rvNQDA6TAS0Y8ZnvOytuhvipgqKb8cC/fdw83MmkcXc+KxeDpYja6ebLW/KcOfiIToR+9TxNKs9Td1+7b+Bjq2xCYDug4dOsDPzw8ZGRlgWRbffPMNvv32W7OPo1ar8dlnnwHQhHNdu3aFm5ubhWtLCCGEEPKIJpzLBADwHoZzPJPDOTmQn/gonKugKAdUDFiu0OxecHxfX3MvwSawLIudcRk1hnNdWrti/Yxe8HQSNlDNCCENrfKX95KSEr1lZDIZLl26pF0eMGCAweNVnpe8NqFVXa1ZswZHjx7VLv/yyy+wt7e3+HlcXXV7FOfl5Zm1v0gkqvb7sdT3aR8fH/j4+NTpGE5OTkZ7VNYXR0dHq5yX1F553BWoDbx3VAxvOahcWu0BmaDLeAga4N+a/qZIVSo1i3WnkvHVv3chr2EUCQAY2t4LUU7ZcHr48UZ/U8TS6G+KWFpD/U01htEfbDKgA4Dnn38ey5cvB8uyWLlyJYYPH46hQ4eadYwPPvhApxXlnDlzLF1NQgghhBCtquFcK3PCOQAoTqsezj2kYtVQqKRQsywc+E27p5hKzeLjvbdw8Fa20XL9Qz3x69SecBTa7C0tIcQCKs8jbmgKhBMnTuj0tDM2ckrlkK8+grGaLF68WPt6+PDhCA0NRUpKitF9srN13w+VSmW1fVq1agWBQKBdDgvTHZovNTXVrHpWLe/h4QF3d3ezjkGILRAdO6Z3vYwH3AyomH+uXHejwBkIGlTfVSOkmpR8MRb8eQ2XUotqLMvjMFjxdFcMDnJCbKzx+2ZCCCG2yWafZrzzzjv4+eefUVZWBpVKhTFjxuC7777Diy++WOO++fn5WLBgATZt2gSGYcCyLFq0aIFZs2Y1QM0JIYQQ0hwV1zWcAwDXNkBBoqYnXSVihoH8Yce5tNJUtBE0zl5xppAqVJi//Sr+uWH8IcOYbq3w9aSu4HMb39CdhBDzdOzYEYCmZ+29e/eQkpKCwMBAnTLbt2/Xvg4LC4OXl5fB4+Xk5GhfVw7/GkrlXmn//PMPgoKCzD5GRkZGtf2uXLmiM49d1eEfExMTzTpHUlKSznLFvwMhjY0oNlbv+huBDBR8BnyWRX+JVHdj2FCAR73zScNRq1lsPJuCLw7egVRRc685AFCqWShUbKOcZ5oQQoiGzT7R8PDwwA8//ACW1XzQSKVSzJ07F2FhYXj//fexZ88enfIXLlzApk2bMHXqVISEhGDTpk1gWRYsy4LL5WL9+vU6rQkJIYQQQiylWFqEjLqGc4DmQZBnKMB9dM9SzjDI4D0ajs27SAUmLROn9/1i0WuwBaVSBWasv1BjOPfiwCB890w3CucIaSa6dOkCZ2dn7QPIDz74QGf73bt3sXnzZjAMA4Zh8MQTTxg8llqtxs2bN7XLVYO+piQ8PFxn+fr169p570xx+vRpo8cjpDGQP8iAzEDP24rhLXtJpHBkHw2pzaoBtv2IBqkfIQCQXliO59eex5K98SaHcwAwrFMLDAgz3CCFEEKI7bPZHnQAMG3aNCQmJuKTTz7R9oS7f/8+li9frlOOZVn069dPZ7niyxnLsvj888+NfkkjhBBCCKkti4VzFSpCuoJESNUKpPH5UKs0D434KsDxYQNvt0/X4d+yIjwxdaElL8dqckqlmL7uAu5klxktt2hEB8weGNxAtSKE2AKhUIhx48Zh48aNYBgG27ZtQ05ODiZMmIDc3FysXr0aUqnmzZFhGEyZMsXgsaqGVFV7mTUlLVu2RJcuXXD9+nUAmmExT506ZfJ349gqvY6eeuopS1eRkHonOh5rcFtcaMXwlrpzLRYluaDond8gHXwV3CED0bbHUHA41CiIWB7Lsth6IR2f7o+HWK4yeb8WLnZYOqYTnuzUAgBQWiqvYQ9CCCG2yqYDOgD4+OOPERISgldeeQUSiUTbarIihKvAPmztVDmYEwqF+PXXXzF16lSr1J0QQgghTZvFw7kKD0O6wuJkqKDSHp9T6dh8FeD3+RaUuHWD66iRdb0Uq7qfJ8K03y4go1hisAyfy+Cbp7thdNdWDVgzQoit+Oijj7Bt2zbI5XKwLIvY2FhtgFT5u2F0dDR69+5t8Di7d+/Wvm7Tpg18fRt+yODi4mKz94mNjUV0dLR2OSAgoMZ56wBg3Lhx2oAOANavX29SQHfnzh2cP39eu+zo6EiNXkmjJIo9rnd9ki9Q5Kw/oCvL9YE8LQWc5BSwMX/hpBcP4s4eCH16FtpGT6/3OpPmIatEgnf/uoET9/JqLOso4OLFQcH46Vginu3tj7efbAdnO36N+xFCCLF9jaIJ0PTp03H79m288sorsLOz04ZxFUNYspWHImBZcDgcTJs2Dbdv36ZwjhBCCCH1ot7CuQo8IVp6toOr0BUeIhZcPcfmqFlkvvMOinfuqsUVWB/LsohLK8LE1WeMhnNOQh5iZvamcI6QZiw4OBhr164FgGpz7VQ00PTy8tKWMWT79u3aRp2DBg2qt/raiueffx7cSp87O3fuRIKB4f4q+/LLL3WWn376adjZ2Vm8foTUJ7VYjPJz5/Ruq+g9114mR0vVo55LCgkH5em6Q8H65CsRdCwXf2z+EmPWd8G5g/OBgvv1V3HSpLEsiz8vpeOJFSdMCuf6BXvi4P8G4Y3H2+LUu4/h4zHhFM4RQkgTYvM96Cr4+/tj5cqVWL58OU6dOoVTp04hPT0dBQUFkMvl8PLygq+vLyIjIzFkyBC4ublZu8qEEEIIaaJKpIXIEGUBeBjOFVo4nHuIYRj4ObVCUV45AIX+Yzs7w65j4xuiLSGnDC9svIjsEhlkSsO/PC8nIWJm9kK4n2sD1o4QYouef/55+Pv745133tHp3cXlcvHUU0/hu+++Mzqn3NGjR3H79m0AmvfX4cOH13eVrS4sLAzTp0/HunXrAAByuRwzZszAkSNHDAZuu3fvRkxMjHZZIBBg8eLFDVFdQixKfPYsWIX++6fLoZr26oOr9p57YA+w+vYAzrbn4AGHhVvcRuDcb0Dk68ATn1i0zqRpyy2V4oNdN3D4dm6NZe35XLw/vD2m9AkAh6MJlH1cqKEEIYQ0NY0moKvg4OCAJ554gobXIIQQQohVlEgK8UBcJZwzMmWETjinVgEcc0M6DpzbBCGz7BYYlW6QxTg4oM0vP8OufXuzr8OaLqcWYcra85AojM+1EeTliA0ze8Pf06GBakYIsXUDBw7E2bNnkZeXh9TUVACaEMrVteYQn8vl4ttvv9Uujxgxot7qaUuWLl2KXbt2oaioCABw5swZPP7441i7di3aV/r8kMlk+PXXX/HWW2/p7P/WW28hICCgQetMiCWUVZlHsUKxI5DUUvM6Ws/wloCs2j4PPIEHXkCAQoF28oehn18PC9aWNGUsy2LPtUws2n0TpRJljeV7Bbrjq4ldEejl2AC1I4QQYk2NLqAjhBBCCLGWOoVzSjlQkAg4egNO3madl2EYcAVCqOSPJoBnBAK0+e5bOERE1OparOXo7Ry8uOkylGoDzdMf6traFetm9IKnk7CBakYIaUy8vb3h7W3ee+ngwYMxePDgeqqR7WrdujV27tyJJ598EvKHnyOnT59Gx44d0aNHDwQHB6OkpARxcXHIy9Mdbm3kyJFYtmyZNapNSJ2wajVEx/XPPxcXwoBlGPgolehQ6d5KJWdQnqm/x9259gzAMHhCXA4GAPiOQNiT9VBz0tQUiGRY+PdNHLiZXWNZAY+Dd55sh5n9g8DlMDWWJ4QQ0vhRQEcIIYQQYgKLhHMqGVD6QFPAzJAOALgCAVhfXyhzc9Hys8/g2LdvbS7FanZcSsfbO64bGjlKa3Bbb6x6vjschXSrSgghlhAVFYVdu3ZhxowZ2hCOZVlcunQJly5d0rvPc889hzVr1ujMYUdIYyG9FQ9VXr7ebZcfzj83qFwCTqX1XAGL0F0bkXT8FFJ3b4FfYql2+9n2mldPih7OT9d+OCCgHv7EuAM3srDw75soEMtrLNultStWPN0NoT5ODVAzQgghtoJTcxFCCCGEkOatRFJgmXCuQukDQFTzpPD68Ly9IQwLg9OggbXa31qkciW+OHinxnBufHc/rJ3ek8I5QgixsOHDh+PmzZt4+eWX4e7ubrBc3759sWPHDmzZsgWOjjS8GmmcRMeO6V2v4AI3AjUBXdXhLeEbDn7bHmg35w08se88vP/5A+mT2uNGOA8PvFgEyRVoWzGnXfiE+qw+aeSKy+WYt/UK5m6OMymcA4AxXVtROEcIIc2QzT75KC0txd9//61dHjlyJDw8PMw6RkFBAfbv369dnjBhAn3BIIQQQohZNOGcZkgak8I5+xrCuQqlDzRhlaMXGMa8IWwYgcCs8tZWKlXgxY2XkC8y/oDihQFB+HBEB7N/H4QQ0tRFRUWBZWtq4lAzHx8frF69Gt9//z1Onz6N1NRUZGdnw9HREX5+foiIiEBQUJAFakyIdYkMzD93y5+BVMjAXq1Gb2mV+7P2I3UWfYK74olluwAAUTk3kHXrTzA4rbm3C3msPqpNmoAjt3Pw3s4byCvTc/+vBwNgZv8gPNvbv34rRgghxCbZbEAXExODN998EwDg7++PKVOmmH0MNzc3LF68GGlpaQA0k17PmTPHovUkhBBCSNNVWptwLvBhOAcA8jL94dxDeZI8SNTlaOPcBhymaQ5skFMqxfR1F3Anu8xouQ9HdMCcgcENVCtCCGneBAIBoqOjrV0NQuqFIicH0vh4vdsqhrfsJ5HCrmro3WGknj00fHw7w8e3M/AYAEkRwKM5comuUqkCH++Nx47LD0zep30LZ3w5oQu6tnGrv4oRQgixaTb7JGjLli3aFoIvvfQSOBzzq8rlcvHiiy+CZVmwLItNmzZZupqEEEIIaaJKy+sYzgGAgyfg0lpv+QK+EHkMC5FchIyCZCiVCktW3ybczxNh/KozRsM5DgN8/0w3CucIIYQQYhGi48cNbot7GNBFVR3e0i0A8A037QT2hoeIJc3TiXt5ePLbEyaFcyHejnBz4OO9p9pj7+sDKJwjhJBmziZ70JWUlOhMVD1x4sRaH2vSpEn48MMPAQDnz5+HSCSCkxON6UwIIYQQw0rL8/GgPAcsTA3n7KuHcxWcvB8e9NEX9mK+HbIZNQCArwTcCyUQFybAISgUfH7jGr7SkLi0IsyOuYiicsPBo4DHQcyMXogM9WrAmhFCCCGkKRPF6g/o0ryAPDcGDMtiYNWArsMogIbYJmYSyZRY+PcN/H0ls8ayHAZ4eXAI3ng8DCwL2PH1fG8ghBDS7NhkQHf16lWo1ZqHVr6+vggNDa31sUJDQ+Hr64ucnBwolUpcvXoVAwYMsFRVa00ikeDOnTtITU1FZmYmysrKoFAo4OLiAk9PT4SHh6NTp07g8Wzyn8io5ORkXL16FZmZmRCJRGjZsiUCAgIQGRkJPp9vsfMoFAqcPn0aaWlpyMrKgpOTE1q1aoWIiAgEBgZa7DyEEEKal9LyPDwozzUznAvUH85VqBTSlfLtkPEwnOOpgJaFLLhqgCtXozwpAfZBIRAI7Cx3QVZw9E4OXtkcB6lCbbCMl5MQMTN7IdzPtQFrRgghhJCmTC2VQnzmjN5tFb3nusjk8FJXuUdpP6K+q0aamFMJ+XhtaxyKjTRGqxDs7YhvJnVFhD/1viSEEKLLJtOfe/fuAQAYhkF4uIlDDBjRuXNn5OTkAAASEhKsFtCtX78eR48exfnz53H//n1tCGmIk5MTnn76abz++uvo1q2byedh6tjqKzk5uVYB144dO7BixQqcPXtW73YPDw8888wz+Pjjj+HlVfuW8nl5eVi8eDG2bduGwsJCvWUiIyMxf/58TJgwodbnIYQQ0vyUivPwQGLhcK6CkzfUHA6ypPmAWg2uWhPO8SrdDggULJQpqeAFBYNjwUYtDWn7pXS8v/MGVGrWYJkgL0dsnNUbbTwcGrBmhBBCCGnqys+fByuV6t12OVQzdUq14S0dvIA2feq7aqSJKJcr8d7OG9hzteZecwwDvDAgCG890Y56zBFCCNHLJuegKy4u1r729PSs8/EqH8NQoNMQFi1ahN9//x0JCQk1hnMAIBKJsG7dOvTs2RNvvvkmlEplA9TSfCKRCM899xwmTZpkMJwDNL/71atXIzw8HIcOHarVuQ4cOIDw8HCsXr3a6L/lmTNnMHHiREyZMgVisbhW5yKEkIbCMIz2JyoqytrVabbKxLn1F85V7OPgiQCXAAjAQ8tCFnw9x2fkCsiTk6FWNK456a6lF2HMylN4Z8d1o+Fc19au2PFyPwrnCCGEEGJxZbGx+tfbAff8NK+rBXTthwMcCk9IzS6lFCLy86MmhXMBng7Y/lI/fDiiI4VzhBBCDLLJHnSVwyuWNfyAx1SVjyGXy+t8PEtxcHBASEgI/P394eLiArVajcLCQty4cQPZ2dnaciqVCt999x1SUlKwY8cOcM14EFjfVCoVnnnmGfzzzz866729vREREQFXV1fcv38fV65c0f475OTkYMyYMTh8+LBZvRljY2MxduxYnX9DhmHQvXt3BAcHo7i4GFeuXEF+fr52++bNm1FaWoq///4bHI5N5tGENJjAwECkpqZWW7969Wq8/PLLtTrm77//jtdff73a+oCAAKSkpNTqmIRYQ5k4F+mSvHoN5yrY8ezg7+AHhToVgP77HEYgqNWxreXE3TzM2nARSiPBHAAMbuuNVc93h6PQJm9BCSGEENKIsSxrcP65KyEMWA6D1goFQio1gpKVcsFrPQSN566LWINUocKK/+5hzckkmPKYcnq/ALz7VHs4COielxBCiHE2+UlRucdbxdCUdZGbm6t97ebmVufj1ZajoyNGjx6Np556CpGRkQgPDzcYGp07dw4LFy7EkSNHtOv+/vtvrFixAm+//bbJ5+zTpw/++OMPs+rZunVrk8u+9957OuEcn8/HihUr8OKLL0IgEGjXx8fH44UXXtD2sJPJZBg7dixu3LiBli1b1nieBw8eYPz48TrhXP/+/bFmzRp06NBBu04mk+GXX37BggULoHh40713714sXLgQn332mcnXRUhzsn79+joFdIQ0dmWiHKRL82sXzinlAFiAJzTrnEIHJ3CCgyBLTgZXpfstn+PgAEGbNmAaScOSnXEP8Nb2awaixkfGd/fDlxO6gM9tHNdFCCGEkMZFdu8elFlZerddfjj/XFS5BJUnBcm54gnxv4uQ03ElVFG9ETF+DjxaBDVAbUljcTW9GG9tv4r7eaaNzvRc7zZYOqbu0/UQQghpHmwyoPP29gagaf0UFxcHlUpV615jKpUKly9frnZsa7h58yb4Js4n07dvX/z777+YPn26zgPwTz/9FPPmzYNQaNqDQDs7u1rNJ2eKpKQkfP/99zrr/vzzT4wZM6Za2Y4dO+LIkSMYMmSINqQrKCjA0qVL8fPPP9d4rsWLF6OoqEi7HBkZicOHD8POzk6nnFAoxLx58+Dv749x48Zp169YsQIvvfQSAgICzLpGQpqDCxcu4NatW+jUqZNZ+yUmJuL8+fP1VCtCGkaZKBvp0oLah3MFCZoNnqFmh3R8OwcwwSGQpaSAo9AMY82xs4MgIKDR9J775fh9fH7gTo3lXh4cgneHtavzPLmEEEIIIYaIjsXqXa9igGvBjwK6CkoZB+IcHqBWwvd6BnB9FzJW7sKFAC7YSZGInLAIrq5tGqLqxAbJlCr8cCQBPx9PMjp8ewUuh8H8oWF4aVBIA9SOEEJIU2GTTZh79+4NQDN8oUgkwv79+2t9rH/++QdlZWXa5R49etS5frVlajhXgcPh4KeffoKjo6N2XUlJCY4dO2bpqtXK0qVLtb3UAGDGjBl6w7kK9vb2iImJ0elZ99tvvyEpKcnoeRISErBhwwbtskAgQExMTLVwrrKxY8di+vTp2mWZTIalS5caPQ8hzU3l96T169ebvX/lxgPmvr8RYgvKRFl1D+dUcs1PQSKglJldB57QDg4hoeDY2YERCms9bKY13MoswZcHjYdzDICPRnbEe0+1p3COEEIIIfVKZOBZye02DMrtGDir1OgufXS/VvbADlDrluWpgYBkFVbnnUHUrqeQv2UicGMHIKe57ZuTW5klGLPyNH46dt+kcK6znytiF0Th1egw8Gi0CEIIIWawyU+Nli1bol27dgA0veg+/PBDyGTmP/SSy+VYuHChdjkoKAhBQY1rqAIXF5dq87QlJiZaqTaPSCQS7NixQ2fdu+++W+N+bdu2xdixY7XLSqUSW7ZsMbrPli1boFI9emI6fvx4hIWF1XiuqvXZvn07pFJpjfsR0lyMHDlS+/r333+HUqk0eV+VSoVt27bpPRYxH8uy2p9YAxPbE8sqK8tCurSw7uFchTqEdAyPB0FQkOb4PJsc3KCaxFwRXtx4GcaeVzAMsOKZbpg1oHHdexFCCCGk8VEWFEBy/brebZfDNI2EBkgkqNyssOyBg97y2W5Asi/QVi6H173/gL9mA4XJFq4xsUUKlRrfH07AmJWncSe7rMbybg58fD4+HHte6482Hvr/ngghhBBjbDKgA4BZs2aBZVkwDIP4+HhMnTpVp7dWTZRKJaZNm4YbN24A0PTGmzVrVn1Vt155eHjoLFfuEWgthw4dQnl5uXa5X79+aN++vUn7zpw5U2d5586dRsvv2rXL6P6GdOjQAX369NEui8Vi/PvvvybtS0hzUPk9MScnx6zeygcOHEB2drZ2ecaMGZasGiH1SlSWiXSZBcO5Cg9DOrY2IR2XC04j6Ykal1aEST+fQUaxxGAZPpfBplm9MS7CrwFrRgghhJDmSnTiJMDqbzkUF6IJ6KJ1hrdkIM4W6C1/rj0DMAyeFD985uHVFvA1bzoA0vjsu56JqK9i8e3he1DW0GvOy0mINdN64sqioXiudwCNFEEIIaTWbDage/XVV+Hl5QVA07Pgr7/+Qt++fXHy5Mka9z116hT69u2LP//8U/sh6eHhgTfeeKNe61xfUlNTdZZbtWplpZo8cvDgQZ3lqKgok/cdOHAgeJV6CFy5cgU5OTl6y2ZnZ+PatWvaZR6Ph/79+5t8rqr1OnDggMn7EtLU9e3bFx06dNAumzPMZUxMjPZ1u3btdMJwQmyZqDQDabKi2oVzAMDhABzDvdxYDhcPynNQIiuxbMVtxNE7OZi85hyKyg03mnIUcPH3K/0xIMx68/4SQgghpHkRGRiFItMdyPJkwGNZ9Jc8CugUIh74ni569znXXvOo7ImKgC58gmZoANIklUkUePrns3htyxWjDdAqjOraCv+9OQhDO/pSMEcIIaTObHYcJQcHB6xfv147pxnLsrhy5QqioqLQrl07REVFoVOnTnB3dwfDMCgsLER8fDyOHz+O27dva/cBAC6Xi/Xr1+vM5dZY3Lt3D+fPn9cuMwyDwYMHW7FGGjdv3tRZ7tevn8n7Ojo6onPnzrhy5Yp23a1bt+Dr61vjebp06WLWv2NkZKTO8q1bt0zel5DmYObMmXjnnXcAAPv370dubi58fHyM7pOXl6fT2+7555+3SF0KCwtx6tQpZGdno6CgAI6OjvD29kbXrl3RsWNHi5yjstzcXJw/fx5ZWVnIz8+Hk5MThg0bhrZt25q0v0qlwunTp5GUlITs7Gw4ODjAz88PgwYNgre39YIJqVSKU6dOITU1Fbm5uXBxcUFAQAAGDRoEFxf9DyFMpVAocPLkSSQlJSEvLw+enp7w8/NDZGQk3N3dLXQF9UdU+gBp8mKwYGoXzgGacM4zBCi4DyjKdcqzfHtk2jmhVFaCUnkZWJkMbi7G/z81JtsvpuP9XTeMzsPh6SjA36/SED+EkIahUChw9uxZnDx5Evfv30dhYaF2tJEjR45YuXaEkIbCyuUQnzqld1tcqCZA6SGVwaXSPYy9pxIhB/Yg4fplJOzcANfTN+FZrEauK5DUAugslaG18uGNYqfx9X4NxDq2X0zDwr9vQq6qeZ45D0cBPhkbjuGdWzZAzQghhDQXNhvQAcCIESOwfPlyvP3229pWKSzL4s6dO7h7967efSpCOYZhtPt8/fXXjXJ+pKysLEyaNEln/rWJEyciMDDQ5GOkpaVh5syZuHDhAjIzMyEWi+Hu7g4vLy9ERERg0KBBmDhxYrVhNGtSEYJWCA0NNWv/kJAQnYAuPj4ejz32WLVy8fHxdT6PseMR0txNmzYNH3zwAZRKJZRKJTZt2oS33nrL6D4bN27UDjnM4/HwzDPP1KkO//zzDz777DOcPXsWarVabxl/f3/MmTMHb775pskhfWBgoLYHckBAAFJSUgAAJ0+exMcff4xjx47pvL8CwLfffqsN6JYsWYKlS5dqtx07dgxRUVGQSqX49NNPsXbtWp1hPiswDINRo0bhyy+/NHno38otLwcPHmx0HroZM2Zgw4YN2uXk5GQEBgaiuLgYixYtwu+//47i4uJq+/F4PEyePBmfffYZ/PzMG3awrKwMS5cuxW+//ab32EKhEKNHj8aXX36JoKAgpKSk6Mz5On36dJ1el9YgKklHmqKkbuGcdmP1kI7l2yPb3gXF0iIAgEs5C2F2Loq9pHBr4V8fl9RgWJbFT8cS8fW/94yW69raFetm9IKnk7CBakYIaa7EYjG+/fZbrFy5Enl5eTrbKqZJ0Gfr1q348MMPAWhGWLl48SL1fiCkCSi/dAlqsVjvtssPA7qo8io9o9r0AePsi7b9h6Nt/+FQq1S4tf9HpNzYhxbq7EfDW7boDHib1oCPNB5qNYtnfj2LiylFJpUf1qkFPhkXDi+6zyWEEGJhNjvEZYX58+djx44dcHZ21n7ZqhzWVf4BHgVzLMvC1dUVu3fvbjRDWyqVSuTl5eHEiRN455130L59e1yvNMlxcHAwVq5cadYxk5OTERMTg/j4eBQXF0OhUCA3Nxfx8fHYvHkzXnrpJfj7++PNN9+ESCQy6ZiFhYUoLCzUWefvb97Dx6rlExIS9JZLTEys03kCAgJ0lgsKClBUZNoNGCHNga+vL4YPH65dNmWYy8plhg4dWmOPO0PKysowYsQIjBgxAqdPnzYYzgGaxgaLFi1CWFiYTq9ic3300UeIiorC4cOHq4VzpkhISECfPn3wySef6A3nAM1n0549e9C7d28cPXq01nU1x4ULF9CtWzesXLlSb4AGaD5jNm7ciF69eul8ttTk1q1b6NChA7755huDx5bJZPjzzz8RERGBffv21eIK6hHLQlScZrlwTlvoYUjHdwD49shzcEfhw3DOWcLCq1RTTJhfiqLMZO19SmOjUrNYvOdWjeHc4Lbe2DKnL4VzhJB6d/36dfTo0QOLFy9Gbm6uWe+vo0aNQkFBAVJSUnDlyhX8999/9VhTQkhDKTPQuK1cCNxpo3l+NLhcd+QDdNBtxM3hctF59P8w/cPDODT9Kp4btwXoNQfoMbM+qkysKLVAjGd/PWdSOOdqz8f3z3bD6indKZwjhBBSL2y6B12FcePGYdCgQVixYgV+/fVXFBQU6C1X8eXM29sbr7zyCubNm2fTQ27973//w/fff29S2ejoaGzatKnWD8KNEYvF+O677/DPP/9g586d6NTJ+OTHVR/QOjg4mD18aNXrKCnRP1dP1XOZe/1OTk6ws7ODVCrVOZct/10Q0tBmzZqFPXv2ANCEMRcvXkSvXr30lj1//rzOULFTpkyp1TmLi4sRHR2Nq1ev6qwXCoXo27cvWrZsidLSUly7dg0ZGRna7VlZWYiOjsbu3bsxdOhQs8753XffYdmyZdrlgIAAhIeHw8XFBTk5OTq9evXJy8vDrFmzkJycDEAzXG/v3r3h6+sLmUyGa9euISkpSVu+rKwMEydOxM2bN+t17tB79+7hueee0zaccHd3R8+ePeHl5QWxWIxLly4hMzNTWz4rKwvjxo3D9evXa3zvvnv3LqKiopCfn6+z3sPDAz179oSnpycKCgpw6dIlFBYWoqSkBE8//TT++OMPy19obbAsRCVpSFOWacO5lpYI57SFNSGdWCFBXlkaAMBRysK7ykeaXaEYck42BL4tGlVPjRP38vD9kQRcTjX+8GJ8dz98OaEL+Fybb/dFCGnk4uPjMXjwYJSWlmobb1ZtrGmMk5MTJk2ahHXr1gEA/vrrLzzxxBP1Xm9CSP1hWRaiY7F6t10NZqDiMgiVy9FGWeUGsL3hUZY4XB4EQYOAoEEWrCmxNrWaxebzqfjsnzuQKGpurBnq7YjNc/rC18WuAWpHCCGkuWoUAR0AeHp64tNPP8Unn3yCa9eu4cyZM8jKytKGdV5eXmjZsiX69++PLl26WLm2ljN69Gi8+uqrZn9x5PF4GDBgAB5//HF06dIFrVu3hrOzM0QiEdLS0nDy5Els3LgRubm52n3u3buHxx9/HOfOnavW86yyqj3t7O3tzbsoPftUzBVRX+eqHNAZOpe5cnNzqw2pU5OqPQJFIhFKS0trXQeVSqXtBcThcLTrqj6cqNpTSKVSgVUqoczJqfW5iel4vr5geLb3dlvx9zNs2DD4+voi5+Hfw2+//Ybu3bvr3ee3337Tvvb29taGZPp6oxnroTZnzhydcI7P5+Odd97BggUL4OzsrF3Psiz++ecfzJs3TztcpUQiweTJkxEXF2dy8JWbm4u3334bANC3b19888036NOnj04ZmUyGgoICbb2r9uh75ZVXkJ+fr/08mjZtGgQCgU6ZQ4cOYcaMGdr3hqKiIixcuBBr1qwxqZ4V12zsd1e1p8Dzzz+PwsJCBAQEYPny5Rg7diy4lcIllmWxdetWvPzyyyh/2HI4KSkJX3/9NRYuXGjwPCqVClOmTNEJ57y9vfH111/jmWeeAa/S37RSqcQff/yBBQsWID8/H7NnzzbrmirOZ2zZbCwLSWk60tRinXCOb+SwjJ0duG3aQK2pgIknYiDk2sPL3gvi4jz4FOsvpc4vgFzNgqdnvlVTqFQq7b99xd9mWVmZzr+1Je27kYMP995DTf1SZvVrjTeiAiERiyCpoWxDE1cZ6qrqMiHmstbflKmjXDR1UqkUI0eORElJifZet3PnznjjjTcQHR0NmUyGDh061HicMWPGaAM6mqeOkMZPnpwMRXq63m2XQwwMb+kbDngE6dmDNFUPisrx7l/XcTpRf4P/yhgAU/oGYOnojtrnLIQQQkh9sb0nxjVgGAbdunVDt27drF2VBnHgwAGoVCrY2dlh0CDTWm998sknmDNnjsHeZt26dcPo0aOxbNkyLF26FF9++aX2oV92djbGjx+PS5cuGWyBWvUhgZ2d+a2JqgZthh48WOpclYe1tNRDjlWrVunMT1UbFy5cMDhMnikYhoG3tzcAaEMNkUhU4wPb8vJyKDOzkDeeJrtuCN47d4LXyvoTSVcNnEQiEYRCzTAdkyZN0g6h+8cff2DJkiXV/r9JJBJs27ZNu/zMM8+Az+drt1U9l6Ew/J9//sGOHTu0y1wuF+vWrdPOFVp1v0GDBuHgwYMYMWKEtodafn4+Xn/9daPzmlW+3or6Pfnkk9i4cSMEAoHe+jk7O2vXy+VynW35+flo0aIF/vnnHwQFBUEmk0Emk+mUiYyMxLZt2zB06FBtwLRt2zYsXbpUJ3g0RqVSGW1IUDH/X+V6tW/fHnv37oWXl5c2hKts1KhR4HA4Oj0e165di3nz5hl8r1+3bh0uXbqkXfby8sL+/fsRFhZW7d8b0DzwbNeuHUaOHFmtx51CoTC7cYS+6zAZywKKPGRy5CaHcyxfAJm7O1DL8wohBE9lD8ZITCVXqyGpZSMRlUqlE8wBmvkU62PozKMZDHancaB5PKEfAxZjA9XoihTExqZYvA714cKFC9auAmliGupvKi0trUHOY+t++OEHpKSkaD+35s2bhxUrVmgfnlY05KlJdHS0tuddcnIycnNz62WUEkJIwzDUe04N4KqhgK79iPqtFLEZLMti28V0fLL/NkQyZY3lW7jYYcOs3mjXwrTvboQQQkhdUVMQK/roo4+QnJys/YmPj8fJkyfx448/4rHHHgOgeai5f/9+DB48GK+99ppJPQo+/PBDk75k2tnZ4fPPP8ePP/6osz4uLg5bt241+TpqM1xXbYf4ashzEdKcPP/889rXJSUleucR2717t06Pz8mTJ9fqXD/99JPO8ty5c7XhnCEtWrTAmjVrdFow7t271+SHcYAmYFq9enW1Xm/mWLVqFYKCjLe2jYiI0Lme8vJynaDL0ng8HmJiYuDl5WW03IgRIxAREaFdfvDggc6QnFVV7fW3fPlyhIWFGT1H+/bt8fnnn5tQ63rEsmAUucgyK5zjQ+7lCXC5YNQKCOVFmpDPTFwXT5S7OujdpnR1hcrJyexjNiSWBXYmM9idxoWxcI7LsJgWpkZUy8Y5rx4hpHH68ccftff1Y8eOxXfffVerng1OTk4IDAzULt++fdtSVSSEWIHo2DG96+/5AWUODDxUKnSW6Ta8Mza8JWk6skukmBlzEe/tvFFjOMflMHhhQBDOvv8YhXOEEEIaFAV0VuTh4YHAwEDtT4cOHTBgwAC89tprOHLkCE6ePKkz1ORPP/2EF1980eL1ePXVVzF69GiddatWrTJY3qnKA0Z9PSlqUnWfqse0xrkIac7at2+Pnj17apc3b95crUzldT169DBpGKmq0tLScObMGe2yvb09FixYYNK+3bt3x6hRo7TLarVap0dfTaZPn16n+Sd79uyJ6Ohok8o++eSTOsvXr1+v9XlrMmrUKLRr186ksqbW6+bNm7hz5452OTQ0FOPGjTPpHJMmTUJwcLBJZS2OZcEocpDJUUBtVjjnpQ3nnGTZsFcWw15RULuQztkD5W66nzNKZ2eoTOxBaU1HsxgczzbeA1vIYfFyBzW6e1E4RwhpOPHx8cjIyND2Gv7qq6/qdLyQkBDta2ONVQghtk1VXIxyA/NIXw7TPO4aXC7RffDl5g+06Fz/lSNWc+R2NuZuuownvj2O2Ls1T0vSJ8gDsQuisHBkR2rgTQghpME1uiEum5MBAwbg2LFj6NWrl3auvXXr1mH06NEYM2aMRc/1/vvvY8+ePdrlc+fOobi4GG5ubtXKUkCn8corr2DSpElm7ZOYmIixY8dql3v37l2rkKOCSqVCRkYGgEdz0Dk5OenMDVVRrvJwcQ4ODlA7OcK8GfRIbTk5OYJvAw/nq7Yyd3Jy0hl2cfbs2dqeXidOnEBRURH8/f0BaB5enT59Wlt2xowZOseqOmwth8PRO6Rj5XnnAE2vrtatW5t8DTNmzMDu3bu1yxcvXjQ4dGTV6500aZLJw0wCqNbTbuTIkSbvX3UY5pKSEpP35XK5RstWDCtaYcyYMSYfu2vXrjrLZWVlevetGtyZ+7ubNGkSvvzyS+0yn8+vcX9971Nmza/GqiEpTkE6Rwk1GHBNnHOO7+8PIZcLqOTgFD4Aw2pa1wqVZeDzBWCdWgHmflF3dobasRTKzExw3Nxg7+tb5y/7SqVS+zdd8bts3769xeagO5FYiH8v3oZmQCj97HgcxEztgo4trf9+ZgqxWKwzBGHv3r3h6OhoxRqRxs5af1PUw+vR/QPDMAgPD69zQ5DK33FKSkrqdCxCiPWITp02OG9wXKih4S1HmX9vRxqF3DIp3t95A0du55pU3o7PwbvD2mN6v0BwOPQ3QQghxDoooLNxQUFB+Oijj/DGG29o1y1fvtziAV3v3r3h7u6unatNpVIhPj4ekZGR1cq6urrqLJeXl0MsFpv1gCI3V/eGSV8QqO9ceXnmRUoikahaQGfoXOby8fGp83wVTk5OcHFxqfX+SqWy2sNZLpdb4wNbLpcLcCzzUJfUjMOp+d/EGqr+rUyePBnz58+HRCKBWq3G77//jkWLFgEANmzYoG21bm9vX214S33Xp29dXFycznL//v3N+t0MHDhQZ/nSpUsm7c/lchEREWHWuaoGfOHh4SbvX3W4ybKyMpP3ZRjGaNmqQY859fL09DSpXjdu3NBZ7t27t1m/uz59+ugs13RN+pjyXqalVkNcnIJ0yLThXKsawjmOnR0EgYFgeDxAKQOKkgC17vx+HEkBwGEAl9ZmP8jhuruDa2cHxs7OIi1xWZbVHqfi9+Ls7FytQUZtbL+Yjvd3xUOlNtwrzs2ejz2v9Ye/Z+MNuBwdHev0mUtIVQ31N0WjP+h+B6hpuGVTVMzBC9RxzlNCiFWJYmP1rs91BdK9AKFajb4SqXZ9YYIDBF2DIJRLwReYP789sU0sy2L7pXQs2XMLEoXhxmaV9Qhwx9eTuiLIq/He2xJCCGkaGk1AJxaLce7cOVy5cgW5ubkoKSmBQqGoecdKGIbBb7/9Vk81rD/PPvusTkBnrHdbbXE4HPj7+2sDOsBwGObp6akT5gGaYevM6QlWdd4oQ1+0q643Z74pfeU9PDzqNMQdIU2Zi4sLJkyYgN9//x0AEBMTg4ULF4JlWWzcuFFbbvz48XB1dUVZWZnZ56gazrdt29as/T09PeHl5YX8/HwAQHFxMRQKRbVeZVW5urrWae45AGa9d1Stj7mfV+aoj3pV/H4rVB5u2RQVPS8bhFqF8sL7SIO8duEcqwYK7gMquf7C4nyAKwSczG+QwanSs9TWsCyLn44l4ut/7xkt18rNDntfGwBPJ6HRcoQQUl+k0kcP2CuHa7VVudecOT3ECSG2g1UqITp5Uu+2uBAGYBj0kUjh8LCRoUrOIOeKK3B5BUqXfYu83sFoEdkN3Sa9D549hTSN2Wtb4rD/RrZJZQU8DhY80RazBwSDS73mCCGE2ACbD+iys7OxaNEi/PHHH3Vq3VjR8rwxBnQ+Pj46gZharUZycjIiIiIsep6qQ9QZG06yQ4cOOvNIJSYmmhXQVZ3rwdC+VdcnJiaafA595+nYsaNZ+zdl/Ba+CDl82NrVaBb4LXytXQWTzZo1SxvQJSUl4fjx45BKpUhPT9eWmTlzZq2PXznYB6r3kjWFq6urToBUWFgIX1/jv2NLPHyr2qPOVtRHvYqLi3WWzf39NVgvJbUK5YWJSIWiduEcADAcwNUPKEwGoKcHGd8BSjtXZJc9gK+jL/gc42FwY6FSs1i69xY2njXe8KVDS2fseDkSjkKbv2UkhDRhlXumV21EUhuVvyNU7V1OCGkcJFeuQG1giNrL2uEtHz1DEmXYAWrNepdyFi6x94HY+7j83V84/aIfBvWbgp6dpwE2es9P9Dt0KxsnE0z7XOja2hVfT+qKMF9qmEEIIcR22PTTltjYWEycOBFFRUXaodWa64StVXs9yGQyi5+j6pfdqkO0VRYeHq4T0J09exajRo0y6Txisbja/Ebh4eEGz1PZ9evXUV5eDgcHB5POVXnOLGPnaY4YHg+C1n7WrgaxMVFRUQgKCkJycjIAYP369TphfUBAAB577DGo1aYNHVJVxXt5BUu8pzfXz4X6VLV3glxuoHeZAeaWrxW1EuUFiUhlHs45p65FOFfBzhXwCKoe0vEdoPIIQproASQKCaTycvg7tYZAaNpnkK2SKlSYv/0q/qmhpfH47n74ckIX8Ln0oIoQYl0tWrQAoLmPuHLlSp2OVVBQoDOvX2hoaJ2ORwixjjIDw1tK+UB8gOb7weDyR71vS9P1j2wg5wIxdtm4efZTrDv8JdD1GeDxJZauLrGwknIFFu+5ib+vZtZYlssweHNoGF4eHAIe3dcSQgixMTb7yXT37l2MGTMGhYWFOvOusCxbq5/GTCqVVgvPauotYq78/Pxqvc1atWplsPywYcN0lmMN3Bzrc/LkSSiVSu1yRESEwetp2bIlunTpol1WKpU4deqUyeeqWq+nnnrK5H0JaY4YhsGMGTO0yzt27MCePXu0yzNmzKhTIObh4aGzXGKg1asxVfehYWstr+rvtGrPx5oUFhZasjrVqZQoL0jQDecKahnOVagI6fDw75vvALVHMNJFmZAoJGBYwKNADllSMqQSkcUvqaGUSBSYvu5CjeHc3KgQfDOpK4VzhBCbEBkZqe0xXlBQgKNHj9b6WOvWrdN+P3R0dETPnj0tUkdCSMMSxR7Xu/56EAMFj0G4TAYflebmUCVnIM7WPzzu+fYMWIbBk+JyoCwTyDM+9DexvmN3cjH02+MmhXOBng7Y+/oAvPZYGIVzhBBCbJLN9qB79913UVZWpn0QzOFwMG7cOIwcORIdOnSAu7t7jXMONRVHjhzR6a3i4OAAPz/L9nz6448/dM7h6+trdMjKJ598Evb29tqeNWfPnsWdO3fQvn37Gs8VExOjszxu3Dij5ceNG6fT4279+vV44oknajzPnTt3cP78ee2yo6OjSfsR0tzNmDEDS5cuhVqt1hlauGp4Vxs+PrrzeN27d8+s4LywsFCnwYKbm1uz+SxoSFXnnLtx4wb69+9v8v43btywdJUeUSk0Pec4KsuFcxUqQjpRDlj3YGSIsyBWiAEAvsUs7OUAwEKZkgKJvz/sHRtoKE8L2XctE98fSUBCruGAkWGAj0Z2xMz+QQ1YM0IIMc7d3R29evXS3tsvWrQI0dHRZjcaysjIwBdffKHdb+jQoTY7hDUhxDB5Whrk9+/r3VYxvOXg8kejgIgy7cCq9b9fnG3PAYdlMUT88HtP+HjLVpZYTKlUgU/2xWP7pQc1lmUY4JXBIXjj8bYQ8Oh9nhBCiO2yyU+p/Px87N27FwzDgGVZeHt749y5c9i+fTumTZuGXr16ITQ0FAEBAWb/NDZqtRrLli3TWTds2DAIBAKLnSMnJweffPKJzrpRo0YZ/cLr4OCAiRMn6qz78ssvazzXvXv3sGvXLu0yj8fD5MmTje7z/PPPg8vlapd37tyJhISEGs9VtT5PP/007OzsatyPkObO398fQ4YMqbY+OjoagYGBdTp21VbqlYfKNUXV8r169apTfYh+ffv21Vk+duyYWfubW95kKrmm51x9hHMV7FwBzzDkSgtQKi8FAPgUs3CoNLI0VwWoU9OhNjJXq61ZdSwRr229YjScE3A5+OHZCArnCCE26Y033tC+PnfuHF5++WWz9s/JycHo0aN1pk+YP3++RetICGkYhnrPAcCVEM1zjOhKAR3fUQXnvp0g5+s+4yhwBhL8gF5SGbzUaoDvALSjUXds0amEfAz79oRJ4VygpwP2vDoAbw9rT+EcIYQQm2eTn1QnTpzQDk3JMAw2bdqEHj16WLtadfLjjz8iKyvLrH0UCgVmz56t0wsMAF599VW95e/evYu9e/eadY7s7GyMHDkSOTk52nUCgQDvv/9+jfsuWbJEp+dKTEyMzlB4VUmlUsycOVNnbqLZs2cjJCTE6HnCwsIwffp07bJcLseMGTMglUoN7rN7926dnnoCgQCLFy82eh5CyCOzZs0yaZ25BgwYoLO8b98+lJaWmrz/pk2bjB6PWMaAAQN0GjTs3r0bubm5Ju2bnZ1t9LOg1pRySAoSkMpR1184V4Fh4GHvATuuEN4lLJz0fNxw1CzkKSlQV+plaqsW776J5YfuGi3jJOQhZmYvjOpqeHhrQgixpmeffRbdunUDoJn2YO3atRg4cCBOnjxpdD+xWIyff/4Z3bp1w9WrV8EwDBiGwRNPPGFW73BCiO0QGZhiI7EFUOzEoKVSibZyhXa9gy+L1j//htDTp1Dw4UwkdbKDjA+cb1cxvKVmxAS0HQYIHBvgCkhN1GoWv59LxZvbrmDh3zcw5bfzyCwx/AwIADgM8PLgEBx6cxA6t3ZtoJoSQgghdWOTAV1GRgYAzXBqwcHBGDp0qJVrVHe//fYbQkJCMGXKFOzduxdlZWUGy0okEmzduhURERHVhoOcOnUqHnvsMb37ZWVlYfTo0ejSpQuWL19utJdZWVkZVq5ciW7duuHSpUs62xYuXIjg4OAaryk4OFinJSsATJw4EStXrtQJ4QDg9u3bGDJkiE7vF09PT5NDs6VLl+rMiXTmzBk8/vjjuHPnjk45mUyGH3/8EZMmTdJZ/9ZbbzXKHpSEWMv48eNx8uRJnZ+qvWZrIzAwEAMHDtQul5eX49NPPzVp38uXL+Ovv/7SLnM4HEyZMqXOdSLVubm54ZlnntEuy2Qy/O9//zNp33nz5lX7DKgzpQySggSkcNjahXO1mIuWz+EjwNkfdkojt0oMA1Tq4W1rWJbFy5suYcPZVKPlvJ2F2PZSX0SGejVQzQghpHZ27NgBT09P7Ugfp0+fRlRUFPz8/DBt2jSdsnPnzsWQIUPg7e2NV199VdsgkWVZtGrVqlqjH0JI46ASiSC+eFHvtrhQzX1blFgCnb5ywYMBO1c4unhgwNR3MOKvKwiN/Q+dnxuLoRxXDJEqNeXCJ9Rv5YlJEnLK8PQvZ7Hw75vYdSUTv59Lq3GfYC9H7Jgbifeeag8hz3bvzwkhhJCqbHIOuspzHnXt2tWKNbEsiUSCzZs3Y/PmzWAYBqGhoQgMDISbmxsEAgHKysqQmpqK+Ph4KBSKavuPHDkSa9asqfE8N27cwLvvvot3330Xrq6uCA8Ph5eXF5ydnSESiZCeno5r165BqVRW2/fFF1/EokWLTL6mL774Ardu3cKBAwcAaHr9vf7661i2bBm6d+8OZ2dnJCUlIS4uTjuUDKDp0bZr1y60bNnSpPO0bt0aO3fuxJNPPql98Hv69Gl07NgRPXr0QHBwMEpKShAXF4e8vDydfUeOHFltmFBCiHECgaDeeqe99dZbOq3dV6xYgQEDBmDUqFEG98nJycHkyZOhUj1KZMaNG2dSYwJSO++88w62bt2qfc/dunUrWrRogeXLl4Onp0eaQqHAggUL8Oeff1q2IgopJIWJSOGiduGcUgYUJgFu/ma3iObxBHAMCYM4KRF8ue4JGS4XgsBAcITC2lxVg3hhwyUcuWO852OgpwM2ze6DNh4ODVQrQgipveDgYOzbtw/jxo1DVlaWdkqErKwsZGdna8uxLItff/1V+xqAtmzr1q2xb98+eHlRowRCGiPx6TOAnuclAHA5TBPLRVUdhrz9yGplnTxb44kRn+EJAJCWAHf2A6GPW7i2xBwypQo/HbuPVccSoFSbtg/DALP6B2HBE+1gL6BgjhBCSONjkwFdixYttK+FNvzgqy5YlkVCQoJJc6nZ29tj4cKFePvtt3WGlDRFSUkJTp8+XWM5R0dHfPvtt5gzZ45Zx+dyudi+fTteeOEFbNu2Tbs+NzcXBw8e1LuPj48PNmzYoNOLxhRRUVHYtWsXZsyYoQ3hWJbFpUuXqvUCrPDcc89hzZo1OnPYEUKsa8yYMZgwYYK2N5xSqcTEiRPx4YcfYv78+XByctKWZVkWBw8exKuvvork5GTteg8PD3z//fcNXvfmpGPHjli6dKnOkMfffvstDh06hDlz5qBfv37w8PBAYWEhzp49i19//RW3b98GoBmG7I8//qh7JRSSh+EcU/twLj8BUCuAgvuAZ4jZIR2Xx4dTSBhEyYngP2xdzXA4EAQEgGOj85qyLIufjiXWGM55Owux4+V+8HK2zesghBB9evfujbi4OMyaNUvbSLCiR52+ObQrgjmWZTF06FBs2LBB5/smIaRxMTS8ZaETkOwLOKrV6CmpPBQiA7Qbbvygdq5At8kWqyOpnfnbrmH/DdOnhvH3cMBXE7ugT7BnPdaKEEIIqV82OcRl5R4RledGa8zWrFmDhQsXol+/fiaHju3bt8eyZctw7949fPDBBzWGcx06dMAHH3yA/v37w97e3qRztG3bFp999hlSUlLMDucqODk54Y8//sCff/6Jvn37Gizn4eGBuXPn4ubNmxg2bFitzjV8+HDcvHkTL7/8ss6Ql1X17dsXO3bswJYtW+DoSGPIE2Jr1qxZg86dO2uX5XI5Fi9eDG9vb0RHR+O5557DyJEj4e/vj+HDh+uEc3Z2dti8eTP8/PysUfVm5d1338XcuXN11sXHx+PNN99E37590bZtW/Tt2xdvvvmmNpx77LHH8Mknn+jso++BaY0UEkgKEpFqiXAOAFiVJqSTi82uCofLg3NwW3CdnQGGAd8/ABwH2+xxplKzWLznFr7+957RciHejjj+dhSFc4SQRsnX1xf79+/HxYsXMWXKFLRo0UIbwlX9cXFxwfjx43Hs2DEcOnSIwjlCGjFWrYbo+HG92+JCGYBh0L9cAkHlDW16A86+DVI/UntShQpCnumPKKf2DcCBNwZSOEcIIaTRs8kedP3790eLFi2QnZ2NCxcuQKlU6h1OqzHp1asXevXqhWXLlkGhUOD27dtISkpCRkYGRCIRFAoFnJyc4OLigsDAQERERBgNoPTx9fXVzuWkVquRkJCA+/fvIyMjA8XFxZBKpbC3t4e7uztatmyJXr16wdvb22LXOHHiREycOBHJycmIi4tDZmYmxGIxWrRogYCAAPTv3x8CgaDmA9XAx8cHq1evxvfff4/Tp08jNTUV2dnZcHR0hJ+fHyIiIhAUFGSBKyKE1Bd3d3ecOnUKTz/9NA4dOqRdL5VKEWugVSyg6WH9119/ITIysgFqSRiGwapVqxAaGorFixdDJBIZLf/aa6/hm2++wf3793XWOzs7m3VerkoGeXEaUnkcqCwRzlWoCOlq0ZOO4XDAb9MGPJkMHBMbwTQ0qUKFN7ddxYGb2UbL9Qxwx9YX+4LPtcl2WoQQYrIePXpg48aNAICkpCSkp6ejoKAAcrkcXl5e8PX1RadOncDh0PsdIU2B9MYNqAoL9W67HPpweMvymoe3JLbl+oNivLX9GhJyjX/XAAA/N3t8OaELBoTRMMWEEEKaBptMvTgcDmbPno1PP/0UYrEYGzduxKxZs6xdLYvh8/no0qULunTpUm/n4HA4aNeuHdq1a1dv5zAkKCioQQIygUCA6Ojoej8PIaR+uLi44ODBg9i7dy8+//xznD9/Hmq1/skGWrdujTlz5lQbApM0jPnz5+O5557Dpk2bsHfvXty/fx8FBQXw8PCAn58fHnvsMUyfPh2dOnUCABQXF+vs7+rqavK5uCopePIcpPK5tQvnAECUWz2cq8CqgLIswDPU5DpVYDgcMDYazpVIFHhx4yWcT9b/0KrC8M4t8NPk7rXr1UgIITYsODiY5qYlpIkrO3ZM73o5F7gZwIDDshioM7wlgA4U0NkquVKNH48mYFXsfajUbI3ln+3VBh+O6ABnO/OmfiGEEEJsmU0GdACwcOFC7NmzBzdu3MB7772Hxx57DIGBgdauFiGENFopKSn1dmwvLy+wbM1fqvQZNWoURo0ahfz8fJw+fRpZWVkoLCyEo6MjvL290aVLF4SHh5t93Lpe75IlS7BkyZJa7RsYGGjW78OcsjExMYiJialFrTRzedb236lly5Z455138M4779RYNj4+XmfZ1OHEuCoJePLcuoVzAODqpwnopCXVd+A7Au5BkCqlEClE8LTzbPRhVXaJFDPWX8Cd7DKDZRgGePuJdngl2vxgkhBCCCHEFohi9Q9veTOQgUzAoIdECrfKDf58OgEeFNzbovjMUrz15zXcziqtsayvixBfTOiC6HY+DVAzQgghpGHZbEAnFArx119/4cknn0RycjIGDBiAjRs34rHHHrN21QghhNQDLy8vjBkzxtrVIBZw4sQJneUePXrUvJOszDLhHAAwHMA9EChK0Q3p+I6AZwjkrAqppalQqpVQyWXwcWnVaEO6xFwRpq+7gIxiicEyAi4HK57pipFdWjVgzQghhBBCLEeRlQXZnTt6t1UMbxldbXjLEfVdLWIilZoFl8NAqVJjdex9/HA0AQpVzQ0Hx0f4YfGoTnB1oF5zhBBCmiabDegqHu59+eWXeOWVV5CZmYmhQ4eiT58+GDFiBDp27Ah3d3ez5xMYNGhQfVSXEEIIIQAKCgrw559/apft7OzQrVs34ztJS6AoSbVMOFehakj3MJxTQK0N5wQKwCmnCMXO5XBtEwIO07jmKNp3LRNL9t9BcbmB4TwBOAl5+HVqD0SG0jwdhBBCCGm8RMf1954DgLgQTUA3+GFAp1YwSDvuAda+DEzL8wjs0KdB6kiqkypU+OFIAq6mF2PxyI54+6/ruP5AzygXVXg5CfDZuM54opNpI3EQQgghjZXNBnRRUVE6rdkZhgHLsjh//jzOnz9fq2MyDAOlUmmpKhJCCCGkildeeQUSyaPWy08//TTs7OwM71BeCGlJGlL4vEfhXGEN4ZywhnCuQkVIV5YDOPlACRappamQq+TgK4GWRSw4LGBXKkNJaiJc/UPNbvhjLQ+KJPjwQDLECsMtj72dhYiZ2QudWpk+ByAhhNiqmzdvYt68eQA03+u2bt0KHx/zhjvLycnB5MmTtcM9//zzz2jbtq3F60oIsTzRsVi961N8gAJXBoFyBQIfPu8RZQkhyRcC63cD63fjSCsBFF190eGZVxDQd2zDVbqZO5OYjw923UBKQTkAYPiPp0yaa25El5ZYNiYcHo6C+q4iIYQQYnU2/xSq8lw5FYEdy7K1/iGEEEKI6Z566imcO3euxnJlZWWYNm0atm/frl3H4XC0D1P1EufrD+eMtKXhCO0gCDIhnKvAcACXlmAZDtLL0iFTysBTac7DrTRFiZ1IDnHqfbCV5y2xUSn5YhSK5UbLBHk5YufcSArnCCFNxi+//ILY2FgcP34cAoHA7HAOAHx9fcHn87XHWbNmTT3UlBBiaWqJBGID96Nxeoa3LE2z1ynTKlOOgAPpyHz1fTy7rhuO/LcAKM2svwo3c0ViOd7+8xomrz2vDecA1BjOuTvwsXJyBH6a3J3COUIIIc2GzfagAx6FcxSsEUIIIdZx8OBBHDx4EJ06dcLYsWPRq1cvBAQEwMnJCWVlZUhLS0NsbCw2btyIwsJCnX3ffvttw/PPiXIhLcus33CuEoZh4GHnAbmsvFo4V4EnlkGRng5+mzZgbLQnnVShQqnU+GgAXVu7Yt2MXvB0EjZQrQghpP7t3r1b+3r69Om1Ps706dPx77//gmVZ7Nq1C1999ZUlqkcIqUfis+fAymR6t10O1dyzRVUMb6lkIMrSfw90vi2DW1wVJFc3A6fXAsO/AnrPqZ9KN2OLdt/EvutZZu0ztKMvPhvXGd7OdP9KCCGkebHZgG7x4sXWrgIhhBBCHrp16xZu3bplcvnJkydj2bJl1TewLCDKgVSUXftwTikDuHxN7zgzuApdweXLwFHlGi7EMJofG8OyLKQKFWpqsxTVzhurnu8OB4HN3uIRQojZkpKS8ODBAwCa3tkjR46s9bFGjRoFLpcLlUqF5ORkpKWlwd/f31JVJYTUA1FsrN71JQ5AYkvATaVC14cBnihTCFal/x7xXAcGAjX7MMxjgda96qnGzdvzffyx/3oWTGlq72LHw9IxnTC2m5/ONDeEEEJIc2GzT28ooCOEEEKsz9PTEwUFBSaX9/HxwYcffqh/aEuWBUozISvPQyrPnHBOWCmckwL5iQDfHvAIMjukc3L3QTnDAZuRDabKUwOOkxP4rVvb3MMBtZrFgyJJjeFcl9auWDOtJ/hc2+z9RwghtXXz5k0Amt7Q7dq1g5OTU62P5eTkhHbt2iE+Ph4AcOPGDQroCLFhLMsaDOiuhDBgOQwGlUnAfbiuNN1eb9liByC+DYNoiQROLAt4hAAtu9ZPpZsplmWx+XwaPvvntknhXFQ7b3wxvgtauBqZr5oQQghp4mw2oCOEEEKI9WVnZ+PkyZM4fvw4Ll26hPv37yM7OxtisRgMw8Dd3R0+Pj7o1asXoqOjMWHCBNjb63kwwrJAyQPIJAVI4fGgZBhw1EBLk8K5IN1wTq0AZAqgMLlWIZ2DmxckHA7Y9ExtSMdxcIDA39/mhrZUqtVILSiHSKowWm5wW2/EzOxlc+EiIYRYQmpqqvZ1SEhInY8XEhKiDejS0tLqfDxCSP2R3b4NZa7+0Q8uP5x/LqrS/HM+XUuhGjwaCcdPwy/90fxnF9ppwrxh4ofrwifY5KgJjVVmsQTv/nUdJxPyayzrJORh0cgOeLpnG7p3JYQQ0uxRQEcIIYQQg3g8HqKjoxEdHV37g7AsUJwGmbRIJ5xrVchCUJtwroKstNYhnb2LB1RBdlCkpoLhCyAICLC5cE6hVCO5QAypQmW03NM922D5xC4NVCtCCGl4ZWVl2teurq51Pp6Li4v2dWlpaZ2PRwipP2XHjuldr+QA14MY8FkWkRKpdr3Awx4Bby9HwEI7pF8/hlsbl4N7ORVn2zMQqtUYXBHmhU9oiOo3eSzL4s9LD7BsXzzKZMbnSQaAAaFe+HJiF/i56e/pSAghhDQ3FNARQgghpP6waqAoBTJpKVL4uj3njIVzTE3hXIU6hHRcBwcwD8/BcLk179CApAoVUvLFkKvURsu9MSQMbw5t20C1IoQQ66jcM9sSgVrlwI9rY+//hBBdotjjetfH+zOQCBn0L5fAsfI44KGPA3zNkIltukSjzdeaRmbt007j7q2tcJBcBsAAPu3ru+pNkkimhJNQ8ygxp1SK9/66jmN382rcz0HAxfvDO2BKH3/qNUcIIYRUQgEdIYQQQuqHWgUUJUMmEz0K51igZRELoZFwjuXxwPf314RzgCbkY40EVaxK00uvFt/1OXa2N+eFWKZESoEYKrXh2Tu4HGDZ2E4Y3yOgAWtGCCHW4eXlpX1debjL2qo8rKWnp2edj0cIqR/KvDxIb9zQu03f8JYAgPYj9ZZv498fbfz7axYkxZaqYrNRIJJh2b543Mwsxb7X++PgzRws3nMLJRLjw7ADQO8gD3w9sSv8PR0aoKaEEEJI40IBHSGEEEIsT60CCu9DJi/XDecKWQiNfI9neTzIvb0h5FW6ReE7AJ6hQEGiJoyrTOAIeIQAHC7K5GXgc/iw49le6GaqUokCaYXlULOGwzk+l0GglyO6dPRrwJoRQoj1+Pv7A9AMpXbjxg0UFBTUOlgrKCjA9evXtct+fvReSoitEp04YXBbnL6AjsMH2j5R84Ht3epYs+aDZVn8FZeBT/bHo7hccxM/4odTuJ8nrnFfIY+Dd4a1x8zIQHA41GuOEEII0ce2JlshhBBCSOOnUgIFiZBXCucYFmhhYjgHfcONCR6GdEylbZXCObFCjPSydKSUJKNcUlZ9/0YgXyRDaoHxcI5hgBBvJ9jzaUg2Qkjz0bdvXwiFQjAMA5Zl8dNPP9X6WKtWrYJaremVzePx0L9/f0tVkxBiYaLYWL3rH3gCOe4MOsjkaKGq1HgraBBgV/d5KolGaoEYU347jwV/XtOGcwBMCuci/N1w4I2BmD0giMI5QgghxIhGE9ClpKTg888/x6hRoxAaGgpPT0/weDxwuVyTf3g86jBICCGE1CuVAihIgFwhQXKlcK5lIQs7I+EcwxdA7uWlP5yrUDmkqxTOSRQSpJWmgWVZOJepwCalQlxaYPlrqycsyyIpT4TMYglYGA7nOIymJbKA12hu3wghxCKEQiEGDhwIlmXBsiy+/vpr3DAw7J0xN2/exFdffQWGYcAwDPr37w9HR8d6qDEhpK7UMhlEp8/o3VbRe25w1eEtO+gf3pLUzsqjiTidaN49tYDLwXtPtceOlyMR7O1UTzUjhBBCmg6bT6yKi4vxyiuv4M8//9S2dGSNtCwnhBBCiJUoZUDBfchVMqTw+Y96zhXVHM7xAvwBqbTmcwgcAK8wgCsAOFzIlDKklqVCzarhWs7CQ6QpxqZnocxPBWc3H8tcWz1RsywSc0WQKlRGyzkJ+ZDxuGCoATIhpJlasGABDh8+DIZhIBKJ8NRTT2HHjh3o27evSftfuHABEydOhFgsBsuyYBgGCxYsqOdaE0Jqq/zCRbDl5Xq3XQ7VNFaK0tnOAO1GNEDNmo/3nmqPf25kQSw3fp9aobOfK755uiva+jrXc80IIYSQpsOmm2AnJycjIiIC27Ztg0qle0NQ0eqRefikqvJy1W2EEEIIqWdKKZCfoA3nFJXCOXu54d0YPh+CoEAwfL7p5+LbAxwuFCoFUkpToFKr4Cxh4Vla6bgswM3IhaQ4v/bXVM9UajXuZpfVGM65OwjQxsOewjlCSLP2xBNPICoqShuuZWZmYtCgQZg9ezYuXLigtxEny7K4ePEiXnjhBQwcOBAPHjwAoPnuOHDgQAwfPryhL4MQYiJDw1uK7IC7rQEfpRId5ZVagLXuBTj7NkzlmoGScgU+/ee2SeEcj8Ng/tC22PlKJIVzhBBCiJlstgedTCbD+PHjkZqaqg3aWJZFQEAAvL29cenSJQCaL1eDBw9GaWkpsrKykJ2drV0PAF5eXujUqZN1LoKQeqYvhKYepoSQBqeQaOacUyt1wjlfk8K5IHAEgmoNcUzB5XBhx7MDW1oG7xI9x2cBZORAxfDBdbWt+UjkSjUScsugUht/z/ZxFsLXxQ4KRfUuiNQQiRDS3Pzxxx/o3r07srKywDAMlEolYmJiEBMTA0dHR7Rr1w7u7u5gGAaFhYW4d+8eRCJN1+qKYI9lWbRp0wbbt2+38tUQQgxhWdZgQHc1mIGaw2CwSAIGAKsCWDUDDg1vaTGxd3Px7l/XkVMqq7Fs+xbO+ObprujUyrbutQkhhJDGwmYDunXr1uHatWvah0/dunXD2rVr0b17d6SkpCA4OFhb9tixY9rXycnJWL9+PX788UeUlJSgsLAQAwcOxMcff9zg10BIfeNwqneCVSgU4JvTE4UQQupCLtYMa8mqdMO5YhYOxsI5Hg+CwEBwBAJAIQXk5TC3Yz+H4aCNcxuU5ScAMDCG5sP5imyJQqlGSoG4xnDOw1GAFq72AAClUlltu77PAEIIacp8fHxw8OBBjB49GikpKToNOUUiES5fvqyzrkLF6CosyyI0NBS7d++Gj49tD4FMSHMmT0yEIiND77bLD+efi3o4/5woyw4ZZ91QlPYv5PdE6D52NpzdWzRYXZuSMqkCn+6/jT8uptdYlsthMHdwCOYNCaP5kQkhhJA6sNlP0e+//177JSo4OBjHjh1D9+7dARhvMR4UFISPP/4YV69eRUREBNRqNT799FO8//77DVV1QhoMwzAQCAQ66ypaCRNCSL2TlWl6zlUK54CH4ZyRBrcMj6fpOScUasK5ggRwSlLBV4rNrgKH4cAlMAxyR4He7fxWrcBzczP7uPVFqlDhfl7Nc855OQnR2t1Bu1z1vV0gEFAPOkJIsxQeHo7Lly/j2Wef1X5f1DfFQeV1LMuCw+Fg2rRpuHjxIjp06GDFKyCE1KTMQO85NaPpQWevVqPPw7mLS9PtwKo4cLuYBJ8vf0fSwGj8M6Yrjv/wIsrLCxqw1o2HWs0ivVB3fr8zifkY9t1Jk8K5UB8n7JwbiQVPtqNwjhBCCKkjm/wkzczMxL179wBovlh98cUXcDVzaKqAgAAcOnQIgYGBYFkWy5cvx/Hjx+ujuoRYlbOz7hjvpaWlNtdbhBDSBElLgYL7ULBq3XCuyNxwLhFQK8EAcJDn1iqkYziakE7hbKeznt+iBXgeHmYfr76IZUrczxNBrlIbLdfS1Q6t3Oy1yyzLorS0VKdM1fd+QghpTtzd3bFlyxbEx8fjzTffROfOnQFo3i8r/wBA165dsWDBAty9excxMTFmf68khDQ80bFYvevvtAbE9gwiJVIIWUCtAkQZuvd/AiUQdFeOG6dPIWrbYNza9gxw5x9AaWRoh2bkfp4Iz645hwmrz6BEokC5XImPdt/E5LXnkVEsMbovwwAvDQrGvtcHoGsbt4apMCGEENLE2eQQl+fPnweg+YLl4uKCsWPH1uo4Xl5e+OqrrzBp0iQAwPLlyzF48GBLVZMQm+Ds7IyCgkctAxUKBTIyMuDn50e9Kwgh9UNSDBSlQAEWyVV6zjkaC+e4D4e1FAoBZUU492hoyoqQrhw+AMwLoBiGgbN/CBTZ2VAVFIDn7QOel5f511ZPSiUKpBWWQ11DA4o2Hg5wd3jUG5BlWWRkZFSbg87FxaVe6kkIIY1J27Zt8c033wDQ9DTOycnR3hd7eXnB19cXjo6O1qwiIcRMyqIiSK5e1bvtcqimjfngh8NbirPsoFbqb3d+rh0DLliE3T4I3D0CLLgH8Gyn4VZDkyvV+Pn4faw8mqhtLLbgz6u4lyNCakF5DXsDQV6O+HpSF/QIaL6/Q0IIIaQ+2GRAl5ubC0DzsK1r167gcrlGy8vl8mrD/FUYN24c3N3dUVRUhMOHD6OwsBAeNtSanpC6srOzA5/P13l4W1ZWhvv378PFxQVOTk7gcDhQqR4Np6ZUKqmXHakTlUpFf1PNlaQQKHkABYB0Ph9yNQCw8C5lYScFDA3cyHC54Pu3gZrHg1omqRbOVSaQ5kApsQdrZ34IxXh5gWPvADg66J23zRqKyuXIKpaCheH/IwIuB63c7OAo4EAul0OpVEIkEqG0tLRaOMfn8yEUCuu72oQQ0qg4OTnByckJISEh1q4KIaQOxCdPAmr9ow3EhTJgWBaDHgZ0pel2esuJ7ICbgQxGiMUQAEDoEMCh+T4HupxaiPf+uoGEXN0h0/+LzzVp/xmRgXh3WHvYC4w/myOEEEKI+WwyoCsqKtK+btGi+uS+VR9KSSQSgwEdh8NBr1698O+//0KpVOLcuXMYPny4ZStMiBUxDINWrVohLS1NJyBRKBQoKChAQUEBWJaFutKXHA6HQ73rSJ3Q31QzpVYCKjlYADKGAQtNcMRXAflqIN/QfgwDhsMBk5b2aJ1KDaj1B1YsOEBpNhgmx6LVtwaFSg2lynh4zWEAlsdBZmnN/4cq3vPp/xshhBBCmiKRgfnnst2ADE+gm0wOT7UaLAtIC/U/B7rYloGKy+BJ8cOeYeET6qeyjcShWznVwjlTtPGwx1cTu6JvsGc91IoQQgghgI3OQVe5x5y+4K3qvCvZ2dlGj+dVaYirrKysOtaOENvj4OAAf39/emBLCKk/KsX/2bvz8JiuN4Dj3zuTfZNEEkQEEUvstKidLqq2olRrp1UU3ftrq9bqvlJKUURbqqilrSql9n3f1ZLYYoslkT2Tmfv7Y2RkkplJJpJJ8H6ex9Pce889973pJJm57znvyZacM3LSg8bWkmqKguLigqLJ9pZD6wKanOOEVDQYlDv79Qa9zZlnxVl6Rh6ScxoFFydtnn5/K4pCaGgoHh4eBRWiEEIIIUSxoep0JG7abPHY3nAFFIVWycakm6JA2FNXcRrXn6hHqxDveee91LZqCt56A41TUsHJDao+5ZD4i6vXHq9MiJ/l2YbW9GoUyt+vtpDknBBCCFHIiuUMuqzrqty6dSvHcU9PT1xdXUlLMy50ExUVRdWqVa32l5x8p552bGxsAUYqRPGRmaS7ePFijnJoBoOBhIQE07a3t3eupWOFsEVeUw+YW5cg8TIZCpxxciZNo4AKgfEqPinWy1qi1eJSoULO5JzpuAskXYNE40y5DI0bia6lQNHg7e1NvC6eS0mX8NF6UdYnBI3m3niNGQwqJ68mkpZhK3MJfp7OhPi6k5exFc7OzgQHB0tyTgghhBD3reQ9ezFk+YyR1Z5w4xumVrfLWwIoXiWp3P1NKj/3DhlpqRz47TNiVv9FTGgijyUn4wxQ5UlwtW9t4/vN6atJqGreBvOWKeHG591q07xyYCFHJYQQQggopgm6sLAw09fWZrxVq1aNAwcOALB161aeesr6iKh9+/aZvnZ3dy+gKIUofjw8PKhUqRJpaWncunWLhIQE0tPTizosIcS9SlXhVgwkxeZMzt0yJues0mhxKV8eTW5/d32CjZdKSyTJKQAUYzLvVvotLiVfQmMA72sJ3Lp+Eu8K4Wi1xfKti0mG3sDJq4nocpk5F+TtSukStkcyu7i44O3tjY+PD66urjJLWgghhBD3NWvlLVNc4GioQjmdjjBdljWGqzwFt98bOrm68VDPsTzUcyztdKkknf4Hjv8NER0dEHnxlJ5hYMq6U3y37hR6K6Xls3r24RBGdaiOj5uzA6ITQgghBBTTBF1ERARgXOPo2LFjFtvUr1+fAwcOoKoq8+fPZ/z48WgsjNBftWoVZ8+eNW2HhoYWTtBCFBOKouDm5oabmxtBQUGoqkp8fDwbN240talWrVqOUrFC2CMhIYFNmzaZtuU1dR8y6OHvd+HQQq5rNIwoFchZZ2dQVfr8a6D6Qesf8hUPD0ImTcS9Tp28XUsNJyHuOqe27QTgVMYpFicvRqvL4I2lekpcMDY7E+bFw9N+xt+vzN3eXaE4dz2ZvjO3kZxmdU4higL/e7IqzR8ub6ONIus6CiGEDSkpKSxYsIB///2Xffv2cfXqVeLj48nIyMj95CwURbH7HCFE4bGWoDtQ0bimXKvEFMzeHUV0sNjeydmNEtU6QrUHNzl3/PIt3vj1AEcv5axKlV2QtyufPlOLR6uVckBkQgghhMiqWCboQkJCKFeuHOfPnyc5OZl9+/ZRr149szZdu3Zlzpw5KIrCmTNnGD58OFOmTDFL0h09epQXXngBRVFQVRVFUWjWrJmjb0eIIpX5oFdV7zxM12q1ODkVyx9/cY/QarXymrqfZaTD8sFwZCnXNBpeCipFlNa4Bl3/NQYe220jOefuTug3X+Px0EN2XVLr6oGqqkRnRPNT4k+oeh1vLzZQLerOtSoeTmZfr060WPAP7v4BNnpzvL1nb9BjxnabM+dctBq+7lGHDrWDHRiZEELcX6ZPn867775rWgoh6/sRIcS9Ky06mvQzZyweyyxv2TpLeUucPSGstQMiK75SdXqOXbpFvVA/074MvYHpG6OYuOZErhUdADrXDWZcpxr4ergUZqhCCCGEsMLKojBF79FHHzV9/ddff+U43qZNGypWrAgYP5RNnz6dqlWrMmLECEaNGkW3bt2oX78+ly5dMiXnOnXqRGCg1NEWQgghrNKlwsI+cGQp1zUaXiwTRJSLceZc37UG2tlKzrm5Ue777/Fo0CDfl3fCCRdVy6vLDdSPynmt0HOpXBrwIhnXruX7GgVtz9mb9JuzK9eHIN9Ick4IIe7KK6+8wssvv0x8fLwpMacoit0zjmWGshDFT+KGDRb3G4D9lRS89QbqpqbdOVD5cXC2XS78frYj6jrtvt1En1k7uRRvTFyeuprAM99v44tV/+X6vrSkpwvf936Iic/Vk+ScEEIIUYSK7XSHZ555hrlz56KqKnPnzuX99983O+7s7MzXX39Nly5dTDPkTp8+zdSpU01tMhNzAF5eXnz22WcOvQchhBDinpKWCAueh+iNpuTcaRcXUFV6rTPQYZeN5JyrK+Wmfodno4Zw6yKsGgntvwYPf7tCKOdUjpfTu1Hj7I9W2xgSE1GLSUmyNUevMPyXvaTqDDbbje9Yg/aSnBNCiHybP38+U6ZMATB9/lNVFRcXFypVqoSfnx/OzrJukhD3qsR16y3uPxUM8Z4K7RKTMfsJf0DLV8Yn6/hk5TEW7Dpv2jd62WEaVvTny9UnSM+w/Z4UoF2t0kx4uiYlvVwLM1SHUVUVg8HwQM+o1uv1ZoNP9Hq9lHAWd0VeU6KgZX9NPci/s7Mrtgm6J598khEjRmAwGN9cXLhwgZCQELM2Tz/9NF9//TVvvfWWWTIuU+YHNy8vLxYtWkTlypUdFr8QQghxT0m5CfO6w4Vd3LidnDt1Ozn33EYDT++wkZxzdiZkyhQ8mzSBW5dgbke4fsr4r+/vdifpfEtF4DH5S269/jY+ieYPGZwCAwmdMxvn0qXzdZsF6ddd5xi59DB6g/XvjUaB73rW56laxXPdPCGEuFeMGTMGuPMZ76GHHmL8+PG0adNGymwLcY/T37pF8p49Fo/tCTcWfjIrb6lxgspPOCK0YuXvw5cZteww1xLTzPavOXaVNceu5nq+r4czHzxdk461y9zTM4lVVSU1NZWEhAQSEhJIT08v6pCKnF6vN6sYFhMTg1arLcKIxL1OXlOioGV/TZ0/f55r167h7e2Nt7c3bm5u9/TfprtRbD/JODs7M2nSpFzbvfbaazRu3Jjx48fz77//mv1h9vLyonPnzowbN46wsLDCDFcIIYS4dyXGws9d4PIhbmZNzgHdNxvoutXGyCZnZ0KmTMareTNIuHwnOQdw+RDM7QR9l4NnSbtCCqnTjMQf53J2wAB8440j9bS+voTOmY1LaGi+brOgqKrKlH9P8dU/J2y2c9YozBvUiIYV7bt3IYQQ5g4fPkxUVJTpQ3v79u1ZtmyZPCgS4j6RtGULWJmZsTdcwUlVaZo1QVexBbj7Oia4YuTCzeQcybm8ejwiiI+71iLI+94uC5qcnMzFixfR6XRFHYoQQoi7lJ6ezvXr17l+/TrOzs4EBwfj4eFR1GE5XLFN0NmjUaNG/PXXXyQnJ3P27Fni4uLw8/OjUqVKUuZECCGEsCU+Bn7qDNdOEKfR8GLpIE7eTs49s9lA9802knNOToRMmoRXy5aQcOV2cu6keZsrh4z7+/0OngF2hRZc/WHcFv7GjUEj0N+4QbkffsA1PNzOGyxYeoPK2N8P8/P2czbbVQ7yYlrvhwgP8nJQZEIIcf/ac3tmjaqqODs7M2PGDEnOCXEfSVy/3uL+a95wNggapabhraqkxTthyFBwfaodGseGWCz0b1KBZftjOBxzK8/neLs5Ma5jDbrWL3vPz0xITk7m3LlzUhbNAo1Gg7e3t9m2EHdDXlOioGV9TamqmuM1pdPpOHfuHKGhoQ9cku6+SNBl8vDwICIioqjDEEIIIe4NN6Lhx04Qd86UnDvhakzOdd5qoMcmG2tYaLWU/eZrvB9tbdz+4xW4ZmVG2dUj8Pe78MwPdofoX74KPvN+RnfxIu41a9h9fkFK1el5bcF+/j5y2Wa7bg+F8EnXWjhr5UOMEEIUhNjYWMBY3rJBgwaUKSNlg4W4X6h6PYkbNlo8tjdcAUWhdXIyANePexEf7cHNXZO40egvQls0pubTb6B5QMrcajUKraoE5TlB16JKIJ89U4syJdwLObLCJ8k5IYS4f1gbMKKq6gOZpHsw3sUIIYQQwtzV4/Dj05B4mXiNhkGlg/jvdnKu4w4DPTfkkpz76kt8nsiy9kf7ryH2P7gZnbN9qZrQ9rN8h+oUGIhTllrlRSE+RcegH3ezM/qGzXYvt6rE209WvedHKAshRHGSdY258uXLF2EkQoiClnLgAPq4OIvH9oQb30+1TE5BNUBCjLE8o1+cHr9Vx2HVcbZ/OoezbctQq+dwalTtjHKfzvK4FJ/CO78dYuOJ2FzberpoGdWhOs81KHdfvCdVVZWLFy/mSM45Ozvj4+ODl5cXzs7O98W95pderycxMdG07eXlJTPNxV2R15QoaFlfU6qq4ubmRnJyMrdu3TIrW5z5O79SpUoPzO/1Ypug27jxzgiqRx55BJfb5bbslZaWxo4dO0zbLVq0uOvYhBBCiHvaxf3wc1dIvm5Kzh2/nZxrt9NAn39tJOc0GoI//wyftm3N95coCwP+gsgOcOP0nf1BNaDv76Y16K6lXGPvlb20qdCmgG+q8Fy4kUyHyZuJS7G+1oWiwNgO1enftKIDIxNCiAdDSEiI6eu0tPytvySEKJ4S1623uD/NCQ6XVwhPTyckQ0/iFVcM6TmTb34JMEO9wvSto1j7zwdoGw6GR4YWctSOo6oqi/dc4IM/j5KQanmdvqwah5Xk8261Ked//8w8SE1NzbHmnLe3N2XL3vtlOwuKoihmyRMnJydJpoi7Iq8pUdCyv6bc3d3x8vIiMDCQmJgYEhISTMd0Oh1paWm4ud3b66bmVbFN0LVq1cr0hzY6OprQ0NB89XP58mVTX4qikGFl4WEhhBDigXBuB8zrDmnxxGsUBpUO4tjt5NyTuw30X2sjOacoBH/6CSXat7d83CcY+v95ey26UxBU/fbac8bk3PWU67y46kWi4qP48MqbdGrUr6DvrsAdiYnnmWlbSc2w/n1x0Wr4ukcdOtQOdmBkQgjx4KhTp47p66ioqCKMRAhR0KytP3eogoLOWaF1XAoAt85ZfkiX7AIHKyo8k5yE9kYMxF8orFALTVyyjq3nLtG2pnn53qu3Uhm59BBrjl3NtQ93Zy3vtatG70bl0Wjur6RV1oe2YJw5J8k5IYS4PyiKQtmyZTl9+rTZYIxbt249MAm6Yj33vyBrS6uqKrWqhRBCPNhOr4OfOkNaPLc0Ci9lSc49sdfAC//YTs6V+fhjSnTqZPsaPsHQfwVEdLw9cy4AgBupN3hx9Yucjj9N/ZN6yr/wKf9MH1VAN1Y4Np6IpdN3W2wm57xdnYgc2ECSc0IIUYgqV67MI488gqqqHDx4kIsXLxZ1SEKIApB+IYa0kyctHsssb9nqdnnLxBjL66jtqaygc1Jom2hcp46aXQsl1sKgqrA7VuHp6bsZPn8f/11OuL1fZfn+GJ74ZmOeknMNKvix8tXm9G1c4b5LzkHOBJ2Pj48k54QQ4j6iKAo+Pj5m+7L/7r+fFesEnfzBFUIIIQrI8b9g/rOgS+aWRmFw6SCOuroC8Nh+A4NW2UjOAWUmfIBvl855u5Z3aejxM3gZ1427mXqTF1e/yKm4U9SOMvDGUgMuGRD8zW/8M/mdu7mrQvPbnvP0m70TvcH64J5Ab1d+HdyYJpUCHBiZEEI8mEaOHAkYH1x/8MEHRRyNEKIgJG5Yb/XY3nCFkhl6aqalk5Gmwa1kOnoL1dW2V1MIzMigXloa+FWA4PqFFm9Bup4K3x/T8NMpLTdTMsgwqLy75CBXbqXy8ry9vLpgP/E2yqsDuDhpGNU+ggUvNaZCgKeDIncsVVVJT0832+fl5VVE0QghhCgs2X+3p6enPzCTrYp1gu5B+Z8ghBBCFKpDi+HX3qBPJ0FRGFIqiMO3k3OtDhoYtNJ2cq70+PH4duuWr0un6dMYtHoQJ2+epPpZA2//ZsBZbzymAUK++51Nk0bmq+/CsmDnOd5adBBb70JctBp+G9KY6sE+NloJIYQoKB06dGDYsGGoqsrMmTOZMWNGUYckhLhL1tafiyoFN70VWqakoAGc3Q2EtrxBuV+/5fKrz3CmkhMZGkhxgf0VFdokGdtR8xnjwsDF3OJ9l/j0gJbj8eaP5Padi+PRL9ez8vDlXPuoU86Xv15pzovNw9Deh7PmMhkMOT+nODs7F0EkQgghCpOTU86V2Cz9DbgfFds16ApKcnKy6Wt3d8slEYQQQoj71p658MergGpMzpUO4pCbMTnX/JCBISsMNkfrlBo9Cr8ez0JGOji52H15V60rbSu2RT10nHcXGXC1sBRswLSlJLiUg+CiLROpqipT/j3FV/+csNlOo8B3veoRWvL+HKkshBDF1aRJkwD47rvvGDp0KJs3b2bUqFFUqVKliCMTQtjLkJRE8o4dFo/tzVLe0qREOUrUeJzWNZ+AoR9y88JRdvz5FQ2dD9E2+ZqxTc1nCjvsAuHuoiXdYDmplpSut3mui1bDa09U5qXmYThpi/WY+wJhaeC+VNsSQoj7j0aT82/agzJ5675P0J3MUs+8RIkSRRiJEEII4WDbvoNVxtlpibeTcwdvJ+eaHjEwLLfk3Mj38O/VC1LijGvX1egKTV+xO4wXa71IuSU7cdNtstrGEHutSBN0eoPK2N8P8/P2czbbuWg1LHjpEeqX93NQZEIIIQAGDhxo+jogIIBr164xb9485s2bR1hYGNWrV8fPz8/ih3trFEVh1qxZhRGuECIXSdu2oeosl3DcE67B1WDgkZTUOzurtTebHecXUp22Q2bRFiAxFk6vhaDqhRt0AWlXPZC564/lmEGXmxrBPnz9bF2qlvYupMiEEEII4Wj3dYJOr9fz/fffA8YPXzKyUgghxANBVWHjF7DuIwCSsiXnGh8zMOIPAxobg5GC3nkH/759byfnusDFfcZ/qgGavWZ3SE+OncFqBlPul405jvn1fB73V1+B9evt7rcgpOr0vLZgP38fsV1OyMtVy+/DmhEWJOteCCGEo0VGRprNmlAUxTSq9vTp00RFRdnVn6qqkqATogglWHnfF+cJUWWgZXIq7llHzlfrYL0zr0Co81zBBliIFEWhU6iBE4cUDOQ+G8xJozD80XCGtQ7H+QGYNSeEEEI8SIo0QZfXxb0nTpyIr69vnvtNS0vj0qVLrFu3jnPn7oyEb9Kkib0hCiGEEPcWVYV/xsDWbwFjcm5o6UAO3E7ONTpu4JXluSTn3nqTkgP6Q2o8/NwVLu69c3DNWGOSrvkbdofWZux0VrsOp1zkWtO+Es90pdSoUSQkJtrdX0GIT9Ex6Mfd7Iy+YbNdlVJe/PxCI4J83BwUmRBCiNxImTMh7k2qwUDihg0Wj+2tpKAqxvXnTNz9IbSxg6IrfFuibjLjP22eknNVS3nz1bN1qFlWKkIJIYQQ96MiTdCNGzcu1w9Vqqqa1hqwV+aoSACtVkufPn3y1Y8QQghxTzAY4K83YfdswJice7l0IPvcjEmlh08YeHW5Aa2N5Fzga69S8sUXIfUW/NQVYvbkbLR2vDFJ1+Itu0Ns8+4UroTM5caHn+LToQNlPvgAxY5yZAXpcnwq/Wbv5L8rCVbbKAqM7VCd/k0rOjAyIYQQljwo61AIcb9LPXIUfew1i8f23F5/rmXW9eeqtgPt/VEAasneC7yx8DDkkpzTKDCkZSVefbwyrk5axwQnhBBCCIe7P97hWJG17Mn48eOpVq1aEUckhBBCFBJ9Bix/GQ7+CkDy7eTc3tvJufonDbyx1ICTwXoXAcOHEzBkiHEjaj3E7LbeeO+P0PAlcPOxO9RSvfvhFVYZj4YNUbRF88Dh1NUE+s7aycX4VKttXLQavulRl/a1yzgwMiGEEJZER0cXdQhCiAKSuG6dxf06LRysqFArNY1AfZY3rdXaOyiywhV9LYl3fjuYa7uwQE++6l6HeqGy5rEQQghxvyvyBF1eRkHmd6Ski4sLTZs25Y033qB9+/vjDZ0QQgiRQ0YaLB4Ix/8EbifnSt1JztU5beDNXJJzJYcOIWDYy3d2VO8EHSfBH6/mbOwbCv3/zFdyLpNnEZad3hZ1jf6zd5GWYf0b4u3qxPS+D9GkUoADIxNCCGFN+fLlizoEIUQBSbSy/tyRUIU0F4WWN7PMnnP2hEqtHRNYIZu05gQ6vfXnW4oCLzaryJttquLmLLPmhBBCiAdBkSbo1lkZNaWqKo8++ihgnAU3f/58Spcunac+FUXB1dUVX19fwsLCcHZ2LrB4hRBCiGInPRl+7QWn/wWMyblhpQLZ425MztWKNvD2bwac9da7KDloEIGvvJKz7PRD/UHRwO+vALcfJpQIhX5/GpN0QLIumU93fsrwesMJ8ggq4JsreH8evMgrv+zDYGsNPm9XIgc0pHpw/hOQQgghhBAiJ92VK6QePWrxWGZ5y1ZJWRJ04Y+Bs7sjQitUJ68ksPzARavHy5f04MvudWhQwd+BUQkhhBCiqBVpgq5ly5Y2j2c+KGzcuDGhoaGOCEkIIYS4d6TGw/wecG4bACmKwvBSgey+nZyrccbAO4sNuNhIzvkPGEDgG69bXxO2fl9Agd9HQIkQ6P8H+BlnMaRkpDDi3xHsvLyT49G7mNRqImVCqhbkHRaoHzZF8eGKYzbbhAV4MndgQ8r5ezgoKiGEEEKIB0fihg1Wj+0NVwjWZVBFp+PGf56kaUBt+hDBDoyvsExccxJrxaG61S3NB13r4OFS5EWuhBBCCOFgmqIOwBZVVWUhcCGEEMKS5Bswt5NZcm5EqUB23U7ORZxTeXeRAZcM61349e1D0P/etp6cy1S/DzzzA/T7A/wqAJCakWpKznmmqPSfeYbjz3fn4pkjBXF3BUpVVT7882iuybm65XxZPLSJJOeEEEIIIQpJ4nrLCbpzARDrq9AqOQUMcO2oF3F7SnBzxHRWP1mX1e915PIR68m94uzoxVusOHTJ4rHS7irvtw2X5JwQwmT9+vUoimL6N27cuKIOSQhRiIptgs5gMJj+yew5IYQQIouEyzCnHVzaD0Dq7eTcjtvJuarnVd5bqMfVVnKuZ09Kvfde7sm5TLW6gX9F4/UyUnnl31fYcWkH7mkqI3/VU/EKlI7VcarXc8ScOnA3d1eg9AaV0csP88PmaJvtyvt7MH9QI/w9XRwUmRBCCCHEg8WQmkrS1q0Wj+29Xd6yZXIKybEu6NOMa7BpgHJn0yi39BTXnxnCuHH1WLn2HUi67qiw80VVVcYsP8zGE7F8s+aE1XZtyxnQavL4flyI+0SFChXMElDrraxL6ei+hBCiKBTbBJ0QQgghLIg7B3OegljjbDBjci7AlJyrfEFl5EI9bjrrXfg+14NSo0flPTmXzcS9E9l2aRuu6SrvLtRTOcuA4MDrGZzr25e08+fz1XdBStXpGTZvLz9vP2eznauThok96srIZSGEEEKIQpS8YwdqaqrFY3sqa/A0GGiQmsqt85bXnNM5wZ9ldZw4/At8WRlOrCrMcO/KppPX+HHbWfrO3sk/R69YbBPsoVLHX6pGCSGEEA8yeRIlhBBC3CuunYIfn4ZbFwBjcu6VUgFsdzc+xAiPUXn/Vz3u6da78O3ejdJjxqBkpEJSLPjaP0t9cO3B7D+/k64zjhNxwcI1bqRzrk9fykfOwaVCBbv7LwjxKToGzd3NzjM3bLbzdnNi+bCmhAV6OSgyIYQQBen69escO3aMmzdvEh8fj8FgsOv8vn37FlJkQojsEqzMbElwgxPB0CY5BScDJFxws9hub7hCmotC29hkUBQIaVCI0eafqqo2Z81lalfOgEyeE0IIIR5s902CzmAwEBkZydKlS4mOjsbV1ZWIiAj69evHE088UdThCSGEEHfn8mH4qQskXQUgTYHXggLYdjs5F3bJmJzzsJGcK9GlC6XHj0fRp8Evz8O1E8Z15UpWsisUPzc/vnvkSw5/2xVIs9hGcXFBcS+atdwuxafQf/Yu/ruSYLNdkLcrf4xoRikfyw+BhBBCFE/Xrl1j6tSpzJs3j1OnTt1VX5KgE8IxVFW1uv7cvkoKqsa4/lxyrAv6VK3FdturKVRI11ElXQeV24CHf2GGnG8bTsSy71yczTblPFVq+snsOSGEEOJBV2wTdBs3buSHH34AQKvV8v333+Pq6mqx7Y0bN2jfvj07d+4EjG/8APbv388vv/xCnz59mD17NhqNVPQUQghxD7qwB37uCqlxgDE592pQIFs8jMm5CpdVRi3Q42k5VwaAT6eOlPlwAoo+HRb0hKh1xgOR7aH/CruTdCXLhlFrwTIO9OpC6YvmpYqcg4MpHzkH51JBdvVZEE5dTaDvrJ1cjLdcPgnASaMQFuDJoqFNKOHu7MDohBBC3K0lS5YwcOBAEhISTJ/77KUoCqqq5rvUc2FISUnh+PHjnD17losXL5KQkIBOp8PHx4eSJUtSs2ZNatSogZNTsf0IL4RNaSdOkHHpksVje8IVtKpK85RUXLwU/Gok8N8VX4Ku6U1t0p1gbyWFfknJKAA1ujomcDsZZ8+dzLVdu3IGitGvICFEMdKqVat8v8cRQtx7iu27++nTp/PLL7+gKAqdOnWympwD6NevHzt27AAwLQqaSVVVfvrpJ7y8vJgyZUqhxy2EEEIUqDObYX4PSE8EIB14LUtyrvwVldG/6PGyno/Cp107gj/5BMWgg197wel/7xxMuARz2kH/PyGgsl2h+ZepQN0FyznQpxulzhpnqzkFBREaOQfn4GC7+ioIe87eYGDkbuJTrC/A5+3qxPS+D9E4rGSxejArhBAid/PmzaNv374WH1pl/wxo61hxeeg1Z84c/v33X3bs2MHp06dzLc/p5eXFs88+y4gRI6hbt26er3O3f++io6OpUEQlq8X9I3HdOov7MzRwIEyhXmoaJQwG8ITStRIoPX09J4/t49SvU3Hfd5kzAbfLW15NBq0rVGvn4DvIm33n4zhwPs5mmzplvYnwvemYgIQQQghRrBXbBN2aNWtMXz///PNW261du5YVK1aYPnRY+jCmqirTpk2jb9++NGzYsHACFkIIIQrayX/g196QYcy+pQOvlwpk8+3kXLlYY3LO20ZyzrttW4I//wxFzTD2dWpNzkaJlyGyg7HcZWAVu0L0Cwql+eK1nH9pMOnnzhEaOQeXUPvXtbtb/xy9wvD5e0nLsP5wM8jblcgBDake7OPAyIQQQhSE6OhoXnrpJdPMN1VVqV27Nl26dMHd3Z13330XMH7+mzNnDrdu3eLixYts3bqVLVu2YDAYUBSFoKAgRo0ahbe3dxHfEYwePZqYmJg8t09MTGT27NnMnTuXESNG8MUXX8iMOnHPSFy33uL+4+UUkt0UWl1PubMzsBoEhFO5eTiVm3dHNRgIPvonyqmFhMcpUKoWuJVwTOB2qh/qx+IhjRkYuYtbqRkW2wxrUZ6UM5KgE0IIIUQxTdBFR0cTGxsLGD9gtWnTxmrbzFlxqqqi1Wr55JNPeOGFF3BycmLu3Lm8+eabZGQY3xR99dVX/Prrr4V/A0IIIcTdOrocFr8ABuNssHTgjVKBbLydnCt7TWX0fD0+Kda78H7iccp+8TmKkxOkpUDaLeuNDRmg6q0ft0Hr7U3oDzPRXbmKa1jFfPVxN37cdoaxvx/B1oSIsABP5g5sSDn/olkXTwghxN358ssvSUlJMQ3MHDt2LGPGjEFRFM6ePWtK0IGxwkpWp06d4n//+x/Lli0jNjaW6dOns3r1asqUKePQe8iNh4cHlSpVIjQ0FB8fHwwGAzdu3ODQoUNcvnzZ1E6v1zNx4kTOnDnD4sWL0Wotr9clRHGRcf06KQcPWjy2J9z4M90qOcub2modzNooGg1VanaiSs1OoKqQZnud4aKWotNbTc41quhPowq+rD/j2JiEEJZlZGSYZrLHxsai1+sJDAykQoUKNGnSxGZFt/zQ6XRs3bqVc+fOcfnyZQwGAzVq1KBDhw65n1wMJCQksGXLFmJiYoiNjcXV1ZWgoCAiIiKoV69egVepSUhIYNOmTZw/f54bN27g5+dHpUqVaNasGe7u7gV6LSGKSrFM0J04cQIwJudCQ0Px9fW12C4xMZG///7b9MM/dOhQ3nrrLdPx4cOHk5iYyMiRIwFYsWIFqampuLm5Fe4NCCGEEHdj/3xYPgxU42wwHfBmUAAbbifnylxXGTNfj2+y9S68Hn2Usl99heJ8e401V2/o/Rv83A3Obzdv7FHSOHsuKAIAvUGPRtHY9eZa4+np8OScqqp8/vd/TNtw2ma7uuV8md2/Af6eLg6KTAghREEyGAz8/PPPpr9L3bt3Z+zYsXk+Pzw8nCVLljB27FgmTJjA0aNH6dixI9u2bcPZuejWIvX09KRTp0489dRTNGnShJo1a1pdN3379u2MGjWKtWvXmvYtW7aMr7/+mrfffjvP12zUqBELFiywK86QkBC72guRXeLGTVgbSbW3kkLFdB3lM7IktCJsPKhWFHArvtUQVFXlq9UnrB5/44kqUmZdiGLg7NmzfPDBB/z222/Ex8dbbOPh4UH79u0ZP348EREReep33LhxjB8/3rS9bt06WrVqxY0bNxg9ejQLFizgxo0bZufUqVPHLEG3fv16WrdubdoeO3Ys48aNy3GtyMhIBgwYkKe4bJkzZw79+/e32Wbr1q189NFH/Pvvv+h0lpeUCAoKok+fPrz33nuULFkyT9du1aoVGzZsMG1nVsaLiYlh5MiRLF68mOTknA8+3NzcGDx4MGPHjsXPzy9P1xKiuLL87r+InTt3zvR11apVrbbbsmULaWlpph/eV199NUeb4cOH4+JifCCXkpLCoUOHCjhaIYQQogDtnAnLhuZIzq33NM78Kn1DZex8PX5J1rvwbNmCshO/QXHJlpBy9YbeiyG0yZ197v7G5Fyp6oAxOTdy80i+3fdtsVmjxxK9QeWNhQdyTc61rhrI/EGNJDknhBD3sIMHD5KQkGD6uzRmzJh89TN+/Hg6d+6Mqqrs27ePb7/9tiDDtNvhw4dZvnw5Q4YMoXbt2laTcwCPPPIIq1evpnfv3mb7P/roI9LS0vJ8TTc3NypUqGDXPymjKe5W4vr1Fvdf9INLJRXz2XM+IVCmrkPiKgzr/rvKfitr0DULD6BRWN4eWgshCs/UqVOpWrUqs2fPtpqcA0hOTmbRokXUqlXLYoIsr7Zs2ULt2rWZOnVqjuRccafT6RgxYgQtWrRg1apVVpNzAFevXuWrr76iUqVK/PHHH/m+5l9//UWdOnX48ccfLSbnAFJTU5k0aRJNmjTh/Pnz+b6WEMVBsXynfevWnRJcJUpYryu+efNmwDjTrkaNGlSqVClHGy8vL+rWrcvOnTsBOHbsGA0aNCjgiO2XkpLC8ePHOXv2LBcvXiQhIQGdToePjw8lS5akZs2a1KhRo8A+DOl0OrZs2cK5c+e4dOkSXl5eBAcHU69evQJf8Ds6Opr9+/dz8eJFEhMTKVOmDOXLl6dJkyYFOkLVkfckhBAOsfkbWDPOtKkD3goKYN3t5Fypm8bknH+i9S48mzUj5Ntv0WRPzmVy9YZei2B+D7h6FPr9DqVqAMbk3Kgto/gr+i8AfI5doH/Pz4vdKN9UnZ4X5+5i86nrNtt1eyiET7rWwllbLMcjCSGEyKPDhw8DdyqsVK9e3Wb7zHXqLPnkk09YtmwZALNmzeLNN98s0FjtYe9nI41Gw3fffcfSpUtJSjKO1ImPj2fdunW0bdu2MEIU4q6p6ekk3X52k93e2+UtW2d9AFutvXGW3D1IVVW+/sfG7Lk29q31LIQoeOPHj7eYbKtRowaVK1fGycmJqKgo9u3bZxoYpNfrGT9+PDExMcycOdOu60VFRfH222+bEnOenp40aNCA0qVLk5iYyMmTJ+/6ngqLTqejR48erFu3zmy/k5MTDRo0oFy5cqSkpHD06FFOn74zcDY+Pp4uXbowe/Zs+vbta9c1t2zZQteuXU2Dj0qVKkX9+vXx8/MjLi6OHTt2cP36necAx48fp0ePHmzevNnmQCchirNimaBLTU01fW2r1u+2bdtMXz/66KNW24WGhpoSdEU5UmHOnDn8+++/ptrGBoPBZnsvLy+effZZRowYQd26dfN1zdjYWMaOHcuvv/5q9d6bNGnCG2+8wTPPPJOva2RavHgxX3/9tdn/l6z8/f3p0aMHH3zwAQEBAfm+jiPvSQghHEJV4d8JsOkr0y4d8HZQAP/eTs4FxhnLWpa0seSGZ5PGhEyZjCa3OvmuXtBrIcRfgEDjTHW9Qc+YrWP4M+pPAJ7eZuCR9X/yx8ELdPhkXrF5sxufrGPg3F3sOXvTZrtuD4XwRbfaxS65KIQQwn5Z3/PXqFEjx/Hsv+tTU1OtrktStWpVIiIiOHbsGP/99x9Hjhyx2Gdx5ePjQ7NmzVi1apVp36lTp4owIiFsS969G0OS5dIPeyor+On11E5Lv7PTVnnLYm7VkSscjrG85nPrqoHUD5UybEIUpb/++itHcq5169ZMnjw5x3uBs2fP8sYbb7BkyRLTvh9++IEGDRrw0ksv5fmar732GgkJCfj5+fHxxx8zYMCAHM+6o6Oj7b8ZoFu3brRq1cquc3bs2EHv3r3JyFJWODg42GLbCRMmmCXnFEVh6NChjBs3jsDAQLO2W7ZsYejQoabKdXq9nsGDB1O3bl1q166d5/g6d+5MWloatWvX5quvvuLxxx83O56RkcGUKVN466230Ov1gDE/MG/ePPr06ZPn6whRnBTLBF3WD1NZZ9Nlpdfr2bFjh2m7efPmVvvLuuactamxjjB69GhiYmLy3D4xMZHZs2czd+5cRowYwRdffGHXjLqVK1fSv39/rl69arPd1q1b2bp1K7169WL69Ol4enrm+RqZcQ4aNCjXtQxu3LjBtGnTWLJkCXPnzuXJJ5+06zrguHsSQgiHMRhg1Xuw43vTLh3wTlAAa28n50rGG2fOBVr+kwiAR6NGhHz3HZq8rrPq4mlKzhlUA+O2jeP3078D8NQuA73WGweRVF6+nxXpz9L+q4VFnqS7FJ9C/9m7+O+KjSwl4OPmxJCWYZKcE0KI+0RCwp3f+5bWGcn+Xj8hIcFqgg6gSpUqHDt2DDBWWLmXEnRgHPiYVdbvjxDFTYKV8pbJrnA8RKF9cjLazJ3u/ual2O8hBoPKN7Zmzz1hffkWIR50ly9f5syZM/k6N2uiyZa0tDRefPFFs33du3fnl19+QavV5mhfvnx5fvvtN0aMGMGUKVNM+19//XW6dOmSI0FlTUJCAv7+/mzYsIGaNWtabFOxYv7Wcvfy8sLLyyvP7Y8dO8awYcPMvmcTJkygTZs2OdoeOHDA7L4BJk2axIgRIyz23bRpU7Zu3coTTzzB9u3GNe9TU1N58cUXTZNm8uLatWu0bt2aP/74w+KzXCcnJ1577TXA+P8i04wZMyRBJ+5ZxTJB5+vra/o6KirKYpvt27ebynqAsSa/NVk/sNiakedoHh4eVKpUidDQUHx8fDAYDNy4cYNDhw5x+fJlUzu9Xs/EiRM5c+YMixcvtviHI7v169fTuXNn0tPvjERTFIX69esTFhZGXFwc+/bt49q1a6bj8+bN49atWyxbtizPD2H1ej09evTgr7/+MtsfGBhIvXr1KFGiBKdPnzabGn7lyhWefvpp1qxZQ7NmzfJ0HUfekxBCOIxBD7+/Avt/Nu3KTM79czs553/LmJwLsl4aH4+HH6bctKlobDyMtOXItSP8cdpYI/7xfQYGrDGf4R2+8ghRXu9RafwnKEX0u/TklQT6zd7JxfhUm+1K+biy9OWmBPvm73shhBCi+Mn6gMbS2ife3t5m2zExMQQFBVntL+vDrKyfu+4VZ8+eNdu2NvJdiKKmqiqJ69ZbPLY/TEGvVWidnIKq3q5qWfUp0BbLx1S5WnHoktVBZG2ql6JWiPXlW4R40D3//POFfo358+dz6dIl03b58uWZM2dOrs9YJ06cyObNm9m/fz9gnPgxbdo0u9bDnThxotXknKOcP3+eNm3amJWHHDFiBKNGjbLYfuLEiWZr0nft2tVqci6Tl5cXv/76K9WrVzc9s9+1axcbN26kRYsWeYrT19eXBQsW5DrRYvjw4Xz22Wem93Hbt28nJSXF5gAtIYqrYpmxqFatGmB8M3fkyBGLs6UWL15s+jo0NJSyZcta7S82Ntb0ddbkn6N5enrSqVMnpk2bxoEDB0hISODgwYP8+eefzJ8/nwULFrB69WouXbrEtm3beOyxx8zOX7ZsGV9//XWu17lw4QJdu3Y1S2Q1bdqUI0eOsHv3bhYuXMjq1au5cOECkyZNMlv74I8//rD6y9mSd9991yw55+zszOTJk7lw4QKrVq1i4cKF7Nmzh8OHD9O4cWNTu7S0NDp37mz2x7G43JMQQjhERjr89oJZci4DeC+wpCk555dgTM6VjrPejXv9+oR8/z0aVxfY+5NxRp6dagXW4rMWn9H6ELz0t+XzdYt+5/K48Xb3XRD2nL1Bt++35ZqcqxToyd+vtpDknBBC3Geylse3VGHFxcXFrE3mmnXWZP0MkphoY2HXYujEiRNmlWQURaFly5ZFGJEQ1qVHR6M7f97isT2VFJxVlcbJqUT/Hci+XSXZclFLaqLtMubFiaqqqKqK3qAycY312XOvPyFrzwlR1ObOnWu2PXLkyDxV29JqtXz44Ydm+yIjI/N83XLlytGrV688ty8M169fp02bNly4cMG07/nnn2fSpEkW26elpbFw4UKzfdm/B9aEhoYydOhQs332fL8GDx5sc5BVJicnJ7P1dzMyMkzlNYW41xTLBF2dOnVwdXVFURRUVeXjjz82O37lyhUiIyNRFAVFUXIksrLL+gGtfPnyhRJzXhw+fJjly5czZMgQateubXNG1yOPPMLq1avp3bu32f6PPvrItFCmNWPHjuXmzTtvaps0acKaNWuIiIgwa+fq6sorr7yS45fu119/nWNUpiVRUVE5fpkvWrSI4cOH4+LiYra/evXqrF271ixJd/36dcaPz9vDXkfdkxBCOIQuBX7tDUeWmnZlJudWeRk/JJRINCbnyth4RuFepw7lZkxH6+4KS1+C34fDn6/lK0n3ZIUn6VG9JwYbVSHd69Wzu9+79c/RK/ScuYP4lJwzJjK5OmmoX96PP0Y0w8/TxWo7IYQQ96YqVe483D558qTFNlnLVK5du9ZqX0lJSWalliyVzCyuLl26RPfu3U1rroBx/ZkKFSrkuY9z584xYMAAatSogZ+fHy4uLpQqVYoaNWrQu3dvZsyYUaTrtov7i7XZcwYF9ldSaJiSihLrTFq8M26nXfH/dg1HmjRhRfd6bJv2KumJcQ6N115/HbpMjxnb+Wr1f5yOtbzOXvvaZYgo4+PgyIQQWel0OrO//U5OTjz33HN5Pr9t27ZmJS2jo6O5ePFins7t1KlTkVb0SkpKol27dhw/fty078knn2Tu3LlWl4TYtWuX2bPn+vXrm70Xy03fvn3Ntjdv3pznc9u3b5/nttmfCee2HJIQxVWxTNB5enrSrl0702ikyZMn88ILL/DXX38RGRlJixYtiI+PN021tTUV+r///jMbZVm1atHV/c46qysvNBoN3333ndmIjvj4eLMFOrM7efKk2agQFxcXIiMjzdbhy65z587069fPtJ2WlpanxNn48ePNSsz079+fp59+2mp7d3d3IiMjzZJ3s2bNslrGNJMj70kIIQpdWiLM6w4nV5l2ZQAjA0vy9+3knE+SMTkXbOP5mFutWpT7YSZaD3dYNgQO/2Y8sHcu/PFKvpJ0TQe+R9z7A8mw8O6g9Lhx+HbpbHefd2PBznMM/mk3aRnW7yUs0JOVrzZnwaBH8HC5N0siCSGEsK169epotVpUVSU6OtriuuKZa5KrqsqiRYusDs779NNPzWbNFef15zIyMoiNjWXjxo3873//o1q1ahw8eNB0PCwsLMf6MLmJjo4mMjKSo0ePEhcXh06n4+rVqxw9epR58+YxePBgQkNDef311++52YWi+Em08uziRFlI8DCWt7x13vxzvUc6hB1KxXPKap76uSkbf+sJp9fl671tYcqcNbcz+gZT15+22EajwOuPV3ZwZELce9atW2d6Bmzvv7xMxDhy5AgpKSmm7Ro1auDjk/fEuVarpVGjRmb7du3aladz6xXBINdMOp2Orl27miUnGzVqxG+//WbzGfXu3bvNths2bGjXdWvWrGn2/T158iTx8TbW7MiievXqeb5O9kFWeb2GEMVNsUzQAYwePRqNRmOaRRcZGUnHjh154YUXOHnypGn2XL169WzOoPv9999NX5cqVYpy5co5IvwC4+Pjk2OdtlOnTlltP3/+fLMRlV27dqVy5dzfEL7zzjtm2wsXLiQ11XopsZSUFLMyo5b6sKRKlSp07tzZtJ2RkcH8+fNtnuOoexJCiEKXchN+6gxnNpl26YH3A0uy8nZyzjtZZcwvekKuW+4CwK16dUJn/YDW0wOWDYVDi8wb7PsJfh+RvyRd77dJHDsE1flOsqvUyPfwe66H3X3ll6rC9M3neHfJIQyq9XZ1y/myeEgTwgK9cHEqtm9phBBC3CUvLy/q168PGBNwlmbI9ehh/DulKAopKSm0adOGjRs3mo7Hx8czatQoPvroI9OIcX9//xwP3IrSa6+9ZvqcqygKzs7OBAUF0bJlS7744guzgaetW7dm48aNeSoDZa+kpCQmTpzIQw89xJEjRwq8f/Fg0MfFkbxvn8Vje8KN79taJKWQcN5yafIDFRWuumuoeOxv4/vdYmbFoUucvGo7if103bKEB3nbbCOEKHzZZ1bZMxssU+ZyTNb6tKYw/k7nhcFgoG/fvqxevdq0LyIighUrVuRa2jP7vVWqVMmuayuKkuN7nNfvlz2VDbInGS2tUyzEvaDYDjWvW7cuH3/8Me+++67pA1TmjLnMpJ27uzs//PCDzX4WLVpkOqdp06aFG3Qh8ff3N9tOSLC88DDA0qVLzbYHDBiQp2tERETQqFEj03oGSUlJrF69mk6dOllsv2rVKrORq40bN87xx8qaAQMGmJWgXLJkic014hx1T0IIUagSY+GnLnDlTl30zOTcX7eTc17JKqN/0RMaa6UPwDUigtDZs9D6+MAfr8LBXy033P8zOLtD+y/tDrVxj1dJDH6IC8OHEzB8GP7ZSlQUJoMKC05r2BFruyxx66qBfNervsyaE0KIB8STTz5pGq3++++/07FjR7PjNWrU4Omnn2b58uUoisLJkydp3bo1np6e+Pj4cPXqVdOgP1VVURSF4cOH213lpKh16tSJYcOG0aZNG7vOc3JyolmzZjz++OPUrl2bkJAQvL29SUxM5Ny5c2zatIkff/zR7AHaiRMnePzxx9m+fXuBLxVx9epVs7Xi8yL7QNXExESLaxIWtKSkJJvbwrLkf/6BLANts9obrhCRlk6JqxriUrQW22yrplAjLY1yGXrSKrcjrRjN6NQbVL5ZfdxmG60CLzQqY/E1Kq+pvNPr9abf3ZllAvV6vdXSfA8qfbaftezbxV3W/8+F0df16+ajX318fOy+nre3ebL92rVrFvswZBsk6+HhYfe1src3GAx29/HKK6+wYMEC03a5cuVYuXIlvr6+ufaVvdR1fr5f2WcoxsbGEhYWlqNd5rP+rNt5vVb273V+vk/CcXL7PaXX602vh8z/twkJCWi1lt8n5NW9UBGiWD/V+t///kfZsmV55513zGr7qqpKrVq1mDFjBnXr1rV6/u7du82m5T711FOFGW6hyV6eJTg42GK7y5cvc+DAAdO2k5OTXUnJVq1amS04vnLlSqvJrL///jvHuXnVvHlznJycyMjIAGDfvn1cuXKFUqVK5WjryHsSQohCEx8DPz4N1++sm6MHRgeUZMXt5JxnisqoBXoq2BhY5lqlijE55+tr3BHRCQ4sgAwLs4NdvKBWt3yH7NW8GWErVuASUjbffdhLZ4BZ/2k4Fmd7Nlz3h0L4uGstnLUya04IIR4UPXr04MMPP0RVVX755Re+/PJLSpQoYdZm0qRJ7NixgytXrpgGdSYmJpp9MM/c//DDDzNy5EhH38ZdW7lyJXq9Hjc3N1q0aJGncz788EMGDRpkdRR/3bp16dSpExMmTGD8+PF89tlnpgckly9fpmvXruzevbtAH4hPnTr1rpcg2LlzJ5cvXy6giOy7rshd6d+WYKmA3NUScD4AhsalkHjB8rIVOi3srqwwNMk4KHhHYgg3bSz14Wi7YxWir9t+YPhwgIHTB7ZjufilOXlNWacoimntr8wESWJi4l0/sL3fWSoFXZxkT6ykpKTYnIxwt31l/35kZGTYfb309PQc25b6yN4uP/eWtRynrWtZ89lnnzF16lTTtr+/P4sXL6ZEiRJ56ifr+nNg/Dm09zWVPfli7fuQvZ0995m9Slpqamq+X0fC8bK/pvR6vVliDmDTpk05krj2Onfu3F2d7wjFOkEH0KtXL3r27Mnu3btNiapq1apRs2bNXM+9ePEir776qmk7+yjLe8GJEyfMEkyKotCyZUuLbQ8fPmy2Xbt27VynLWfVpEkTs21b5UyyX6tx48Z5vo6npye1atViX5ZyF0eOHLGYoHPkPQkhRKG4EWVMzsXdeVOgB8YE+POHt/H3mUeqyvsL9IRdsd6Na+VwQiPn4JS15EP4Y/D8AvjlOfMknbMn9FoMoY8AxoEt11KuEegRiD0cmZy7laJj0mEt55NsP/wb3jqcN9tUkVGzQgjxgKlRowZ79uwxfXC39HA2NDSUtWvX8txzz3Ho0J0Z61krsqiqylNPPcX8+fOL3ey5MWPG8Nprr5m2U1JSuH79Ovv372fp0qX8+++/6HQ6VqxYwYoVKxg2bBiTJk3K9UH1+++/n6fru7m58cknnxASEsLw4cNN+/fu3csvv/xCz54983Vf4gGk1+P5338WD+2tpICi0Co5mYBaOhJL69l/LZjQk8l43n4mfLCiQoqbQpvYZJJcArjpkXPWRVE6fcv2+1CtovJkSPFaM0+IB1n2son5mX2dfX0z38xBs8XMrFmz+PTTT03bXl5eLFy40K6yngXx/cp+TnH9fglRHBT7BB0YP1A1aNCABg0a2HVep06d7unZUpcuXaJ79+5mowm6detGhQoVLLY/evSo2XZ4eLhd18teUzh7f1kdO3bsrq+VNUF39OhRHn300RztHHlPQghR4K4eNybnEu+M7jYAYwP8+d3bCwD328m5cBsDwF3CwgidMwenbCWPAajUGnr+CvOfg4wUcPaAXougvHHghKqqfLvvWxafWMzMNjOp5p+3csSOdCk+hecj99tMzikKjOtYg35NKjguMCGEEMVKvXr1cm0TERHB3r17WbJkCcuXL+fkyZPExcXh5+dHnTp16NGjh8XPHcWBv79/juUNAJo1a8bw4cPZvHkzvXv3Ng1c/e6770hJSWHWrFkFGsewYcNYvXq12XruU6dOlQSdyDP3s2fRZpsBkmlPuEJQRgYR6ToULYSVTubkY8M5hwv6g8txPnqc7eEZ1EpNo2yGnhOlHjG+ESxGelQy4KRR2XjZcnL8kSCVkpYnBwohikDmLMxM2Usm50X2c7L3WRwsW7aM//3vf6ZtFxcXfvzxRx566CG7+sl+b6dP52Uu8B2qquY4JyAgwK4+hHiQ3BMJugdFRkYGN2/e5NixY/z5559Mnz7dbMRBWFgYU6ZMsXp+9j8WoaGhdl0/+7oC169f5+bNmzlGTty4cSNHPWJ7r5W9/cmTJy22c9Q9CSFEgbu4H37uCsl36t1nJueW307OuaWpjFyop/Il6924VKhgnDln6w1tWCvotRAWDYBn50IFYylgVVWZsn8KPxwyrtc65qf+jGs6nuoPP3mXN1dwTl5JoOcPO4hNSLPaRgG+ebYunes5bkafEEKIe5dWq6V79+507969qEMpUM2aNWPdunU0aNDAtJ7O7Nmz6dSpE08//XSBXuu9994zS9Bt376duLi4AhsB//LLL9v9/+fUqVN07tzZtN2wYUMiIiIKJB5bkpKSzEoQNmzY0K6qLg+i+EOHsbTiS6ozHC2v0DU5hcyUW0bpejR+8hnjxpPGqkfN0m4Rd3oFOp9NBDccQenAwv//bI8UnZ4PDu4CdDmOuWgVxnZ/hNI+rlbPl9dU3un1emJiYoA7a9B5eXnh5CSPM7PS6/Vm5eI8PDyKdRnQzP+Xmdzd3XOs8VaQfTVo0AB3d3dT6chjx46hqmqOddKs0ev17N2712xf8+bNLcbs4uKSazy5cXd3z9Fnbn2sWbOGwYMHmyoNaDQaIiMj8zVxJXs1sp07d9r1mjp8+LDZ8+zKlSsTEhJisW32Pu35Xrm5ueXYzu/rSBS+3H5PZWRkmH6eM/8/VqtW7a5/l2WfZFQcyV+0IvTaa68xadKkPLVt3bo1P/30k9V1AwDi4uLMtm21tcTLyws3NzezGr7x8fE5klnZr+Ph4WH3m8nssWWfKm7tWoV1T0IIUaDObYd53SHtzptSAzA+wJ9lt5Nzrukq7y3UUzXGejfOoaGEzo3EOS+/+yq2gNcOgsud38fTDkxjxsEZAJS5rvL6z/Ekzn2dI1O/oMYj7fN1awVpz9kbDIzcTXxKzocbWQX5uPJIWEkHRSWEEEIUXxUrVmTMmDFmSzl8/vnnBZ6ga9iwIX5+fty8eRMwPlQ5evRojod2+RUUFGT3Z7vsvLy88vxwtSB5enoWyXXvJbHbtlncf7Cigs5JoWXyndl1TjWftvD99CEgcDA8MpjiVYjW6JcNp7meZPn9a89G5akSYt/MGnlNWZeRkZHj4axWqy3Wyafi4F77HhVkvJb60mq1NGzYkA0bNgDG19Vvv/3Giy++mKc+V69ezdWrdxaLr1ixIuXKlbPYNnvCMD/3lr29RqOx2cfu3bvp1q2b2fp33377Lc8//7xd183UqFEjXF1dTWvR7dmzh6ioKKpVy1s1nvnz55ttN2vWzGr82ZeusOd7lf17ndv3SRQv2X82VFU1vR4y93t7e9/1gAwvL6+7Ot8RJEFXzHXq1Ilhw4bRpk2bXNtmXfwcco64yAt3d3ezZJalxTUL6jpZWVvE01H3lB9Xr14lNjbWrnOyzwhMTEzMVy1neyUlJdncFsJe8pqyTnt2Ex7LX0DJuPPgwQB8EODPkizJuXcX6Ym4YKOf4GD8v5tCirs7Kfb8nkg1tp1zfA4/HDPOnAu6qTLmFz2+yQAqSUPeZtcXCVRt1M7Ouys4605c53/LjpOWYXt9jool3ZnduzYeSjq3bqXbbCtEVvJ7ShS0onpNZX8/LMRzzz1nlqAr6NltYHzIFRoaakrQAXZ/9hEPpvRz50i3Ug5tT7iCu8FAwyyfz6nW0UGRFYzEtAy+32D5/tycNbzcupLFY0KIotW3b19Tgg7g448/pmfPnnh4eNg8T6/XM2rUKLN9/fr1K5QY8+O///7jqaeeMnu/OHbsWIYNG5bvPt3c3OjevTs///yzad+YMWNYuHBhrudeuHCBqVOnmu0rTt8vIYojSdAVcytXrkSv1+Pm5kaLFi1sts3+4T37VN+8cHd3N/sQZumBQEFdx1afBX2t3O4pP6ZOncr48ePvqo+dO3dy+bKNhacKSdZyGkIUBHlNGZWO28PDZ75DUTNM+wzAhJJ+/HY7OeeiU/nfYgM1zlnvR+fnS1TfPhw7ehTysXamXtWzMWkjACXjjcm5klnGJnimquje+phtA6+SWqG8lV4Kz7YrCr9GaVCxvZ5IBS8DQ8ISOLhzi4MiE/cz+T0lCpqjXlPnztn4g/EAGThwoOnrL7/80uJabXlx/fp13n77bcA4arug129zhKCgILPZbQaDgejo6Dyt0WeP7J/ZUqysKSZEVonrN1g9tq+SQtOUFFzV2zsCqkKAfevMF7XILdHcTLY8e65v4woEecvic0IUR7169eL99983PYOLjo7mxRdf5Oeff84xEyurN99806y8pbu7O0OHDi30ePMiJiaGNm3acO3aNdO+oUOHMm7cuLvu+9VXX2XevHmoqvEX9qJFi5g2bZrNe09KSqJHjx5mz10feughWrZsedfxCHE/K5IE3caNG3Psy558stSmIOSW5HKkMWPG8Nprr5m2U1JSuH79Ovv372fp0qX8+++/6HQ6VqxYwYoVKxg2bBiTJk3K83Td7NOE7/VzHH0tIYSwR9kb26h/djoa7swIMwAflvRjsY+xfrZzhsrbiw3UOqta6QV0JUpwYdAgMnx9qR7zK5dL1OWGV1W7YtEqWnp69uSPKz/S95cTBFmoIuycpiNk1izODxlMWlnHrO2mqrA6RuGv87b/jmlQqe6nMqCKASfrn5WEEEI8QCIjI03v68eNG5fvBF1iYqJZX/digg7A2dm88F9mGaqClPWBH0CArfVwhbgtcf06i/tPlYY4L4WWsVkSvREdHBRVwYhP0TFjY5TFYx4uWga3CHNwREKIvHJ1dWXGjBlma7L98ssvxMbG8u233+ZY0/TcuXO8+eabLF682Gz/119/fdclmgtK9+7dzQZytWjRgrfeeoszZ87Y1U9AQECOMoD16tVj2LBhTJkyxbRv2LBhHDt2jLFjx1KypPkSFNu2bePll19m//79pn2urq788MMPdsUixIOoSBJ0rVq1MkuaKIpCRkaGzTYFwdJ1ipK/v7/FD5bNmjVj+PDhbN68md69e3P27FkAvvvuO1JSUqx+iMz+yzQ/Ixyzn2OpTqujruPoawkhRH6Vv7aOOucjUbiTeFOBj0v6seh2cs4pQ+Wt3wzUOWMjOefjw4WXBqHz96dmzDwqxa6m4rU1bKv0lt1JOifFiU5+z5Hk9xXctFyGLbVcOdId9OHCoMLiaA1brtjOuFX3NdC+nIFgT9DI+AohhBBZZF2bojj15Wipqak5kmelSpUq0Gtcu3aNqCjzRERwcHCBXkPcf/SJiSTt2m3x2J7KGhRVpUWW9eeodm8l6GZtjuZWquVnSgOaVqCkl6uDIxJC2KNjx46MGjWKDz/80LRvzZo1VK9enVq1alG5cmW0Wi3R0dHs2bPHNHss04ABAxgyZIijw7bq4sWLZtsbN26kUiX7y+zOmTOH/v3759g/evRoDh48aJpEo6oqkydPZtq0aTRq1IiQkBBSU1M5cuRIjiV9NBoNU6dOpW7dunbHI8SDpkhLXGb/RZffNverZs2asW7dOho0aMD169cBmD17Np06dbK4CLgk6O7uWvZ6+eWX6d69u13nnDp1is6dO5u2GzZsmGOUTmFISkoyK8PUsGFDPD09C/264v4lr6k7XPbMxG3fHLN9mcm5X28n57R6lTeXGqgXZf1vmiYggLLTplEhtByuGz7ANXY1AE6GNJqd+YbkLnPRhzxid3zpLVuy8+VnqXjkunncdepQ5ttJVM7H2p72Sssw8O7y42y5ct1mu0aBBnqEGdBqHuzXlCgY8ntKFLSiek0dO3as0K8h7i1r167FYLgzY9/Dw4OyBTwbfsGCBWbXKFWqlEM+t4h7W9KWraCzXP5xb7hC3bQ0/DNfVz4hEFywZVkL082kdGZvjrZ4zNvViUHNZfacEPeCCRMmEBQUxFtvvUV6+p01zg8dOsShQ4csnqPRaHjvvfeYMGGCo8IsFlxcXFi0aBGvvvoqCxYsMO3PyMhgyxbry1D4+Pgwd+5cs+efQgjriixBJ8m5vKlYsSJjxowxWwT8888/t5igK1GihNm2vYt4JyYm5khmWVpoPPt1kpOTSUpKsusBxdWrV3O9jqVrFdY95UdQUNBdT2v38vLCx8enQOKxh6enZ5FcV9y/HsjXlKrChs9hw8fmu4FP/P1YkCU598ZSAw+dsv43TRsQQPkf5+JasSKsHgV7zctAKLpkPJf2g16LoEIz++L08eHxeas5/spgnDcaRzS71a5N6Kwf0DpgRnF8io7+kds5cvGWzXYvNilHTUM0mZMZHsjXlChU8poSBc1Rrymp/lCwsiad8rp0QHFiMBhyPCBs27YtLi4uBXaNK1eumM0uAOOsg3t1xqFwnMT16y3uv+EF0aXg9RsppMU74eKTgVKtPdwDr6kbSen4e7owY1MUiWmWZ8+90Lwivh4F9zMohChcI0aMoEOHDnzwwQcsWbKEW7csf1Z1d3enXbt2jB8/nho1ajg4yuLBxcWFadOmMWTIED766CPWr1+PzspAjMDAQHr37s3IkSOlLLYQdiiSBN3YsWMLpM2D4rnnnjNL0G3fvp24uLgciabKlSubbWeWxsyr7O39/f3x8/PL0a5kyZJmi5KDsTazPSMqs18re+zW9hfWPQkhhF1UFf4ZDVsnm+8GPvP345cSd5Jzry430OCkjeScvz/l58zGNSwMDi2GbVMsN9Qlw4Ke8OpBcPe1K1wXNw9qTZ3DxfdGknbqFKEzZzgkOXc5PpWu07ZwMS7VahtFgXEda9Clpj/r1lkelSyEEEIUlKyfYYpyVu3kyZPp1q0bZcqUyfM5Op2Ol156iR07dpjtHzZsmMX2//33HydOnKBjx455vsbly5fp2LEjV65cMe1zcXHhvffey3Mf4sGkGgwkbthg8djecAUUhRYXdEStDOKGn0pc3EHCnX+g8qMD0BTTZHl6hoGOkzdTpoQbh2IsLOoMlHB3ZmCzig6OTIh7m71rpBVGXxUrVmTOnDnMmDGDHTt2cOrUKa5du4ZerycwMJDy5cvTtGlT3Nzc7Op33LhxjBs3Ll8xZWrVqlWeJq0U5PcxN82aNWP16tUkJCSwadMmYmJiuHbtGq6urgQGBhIREcFDDz1k92Ce9VYGduRF//79LZbmFOJeIwm6e0BQUJBZQsxgMBAdHU29eublILInyLLX/81N9jUGqlevbrVtREQEW7duNbuWPQm67Neydq4j70kIIfLEYIAVb8CenGUtP/f3Zd7t5JzGoDLiDwOP/GcjOefrS+icObhmDkao3hn+WwmHF+dsrHGGLtPtTs5lUpycCP70EwxJSWgdMOPj1NUEnpm2jfgUy6PrAFy0Gr7pUZf2tctYHbUohBBCFKTM5JaiKHddDeNuzJo1i3feeYeuXbvSo0cPWrVqhbe3t8W2KSkpLFu2jI8++ogjR46YHevTpw+PPvqoxfMuXbpEp06dqFWrFr1796ZLly5WB0YmJCQwd+5cPvzwQ7PkHMCoUaMIC5PyfcK21IMH0d+4YfHYnnCFUJ0O7yhnbgD+NxX8V53FsOorNvl/RWL90lR9433Cwx53bNC5WLj7PDFxKcTEWV9q46UWYfi4OTswKiFEQXJ2dqZZs2Y0a2ZnpZoHlLe3N+3atSvqMIS4rxTpGnQi75ydzd/wpaWl5WhTs2ZNs+2DBw+SnJyMh4dHnq6RvX5w9v6yH8uaoNu2bVueR2YmJSVx8ODBPF3LkfckhBC50mfAsqFwaKHZbhX4wt+Xn0sYE1+KQWXYHwaaHLOx5lyJEoTOmY1b1Sp3dmqdjEk4RWN+DY0TPDsXqj5l2rU1ZisNyjTAWZP3BwKKVuuQ5Nyu6Bv0nrWDtAyD1Tberk5M7/sQTSpJ6QshhBD2yU+pRb1ez7p16/joo49M+4r6s0FKSgrz5s1j3rx5KIpCeHg4FSpUwNfXFxcXFxISEjh79ixHjx61WE6qQ4cOzJw5M9frHDp0iHfeeYd33nmHEiVKULNmTQICAvD29iYxMZHz589z4MABMjJylu976aWXGD16dIHcr7i/JViZBZHuBIcqKDyXlELC+ZxrHwfdgIunr/DMxtdYt8oH/2ZvQK1uhRxt7tIy9Hy3zvYA4ZKeLvRvUsExAQkhhBDiviQJuntAamoq165dM9tXqlSpHO3KlClD7dq1TcmvjIwMNm/eTJs2bfJ0nezTip966inLDTGuczBjxgyr59qyadMmsw9/9erVs3g/4Nh7EkIImzLSYPFAOP6n2W4V+Mrfl5+yJOdeXmGg+VEbyTkfH0Jnz8LN0uxhrRN0+d6YpDu4wJic6x4J1dqbmiw+sZjx28bzRPkn+KzFZ3Yl6QrbmqNXGPzzHvQG6/fv4+bEgpcaUz1Y1gMTQghxR15naTVt2hQnp7x/lE1LS+PatWs5ElBt27a1K77CpKoqJ0+e5OTJk7m2dXd3Z9SoUbz99ts5BnLmJj4+PscgRks8PT355ptvGDRokF39iwdX4nrL5S0Pl1dId1Z49Hw6uiTLA223V1N4ODUN/ytHINVyKUlHW7jrPJfirZdpBxjSshKervJYTQghhBD5J+8k7gFr1641W8zcw8ODsmXLWmzbpUsXs9lpc+bMyVMy6/jx42ZrGXh6eto878knn8Td3Z2UFGOph23btnH8+HGqVauW67UiIyNzxGyLo+5JCCGsSk+CBb0gap3ZbhX42s+XuZnJOVVlyEoDLQ/bSM55eRE66wfcbS0yrdFC56ng5ALhj0PEnRnKS08uZfy28QCsjV5N5Loz9Bs5DxfXnCOSHe3XXecYufSwzeQcQMuqgZKcE0IIkcOZM2dQFMXmuiuqqnLhwoV8XyNz9l3ZsmV5/vnn893P3Zo5cya///47a9euZe/evRYrpGRXrVo1evXqRf/+/QkJCcm1fUREBCNHjmTDhg3s3bvX9NnNlipVqtC/f38GDRpEQIDMchd5o7t0ibTjxy0e2xOu4KPXU/a0lpsWjusV2FVF4bWkZFC0UP3pwg02D1J1er5bd9pmm0BvV3o/Ut5BEQkhhBDifiUJumLOYDAwYcIEs31t27bFxcXFYvtevXrx4YcfotfrAViyZAknT560utZAps8++8xs+9lnn7W5EKqHhwfdunXjp59+Mutjzpw5Vs8BOHHiBEuXLjVtOzk50bNnT5vnOOqehBDCotR4mN8Dzm0z260C3/j5Eul7Jzk36G8DrQ/aSM55ehL6w0zca9XK/boaLXSabLZr+anljN1qXKM1s4xms6PHWHXyKZ6c/Rcubnkr/1vQVFVlyr+n+OqfE7m2HdQ8jJHtch/MIYQQ4sFlqYRl1qRdfkpcZp6vqiohISEsXboULy+v/Ad5lxo0aECDBg2YMGECOp2OY8eOERUVRUxMDImJieh0Ory8vPDx8aFChQrUq1cPPz8/u65RqlQpU0lPg8HAyZMnOX36NDExMcTFxZGamoq7uzt+fn6UKVOGBg0aEBgYWBi3K+5ziRssz54D2FtJoXlKCoYULSoqCuY/v4fLKyS5w2OxyRDWCjyLPjF8Iymd0JIeXL5lfQbdsFaVcHfROjAqIYQQQtyPJEHnIJMnT6Zbt26UKVMmz+fodDpeeukls1lgAMOGDbN6TuXKlenXrx+zZ88GID09nf79+7N27Vqryanly5ebzWpzcXFh7NixucY3btw4FixYYFoPITIyki5dutCpUyeL7VNTUxkwYADp6emmfS+88AKVKlWyeR1H3pMQQphJvgE/dYFL+812q8AkvxLMuZ2cQ1UZuMrA4/utJ+cUDw/KzZyBe926+Qrlz6g/Gb1ltPHBhqoyeOWdMprhe6/wT9+2PPnTapxcHTsQQW9QGff7EX7afjbXth90qkFfWadDCCGEFaGhoVaTb2fPGv/OKIpCcHBwnktcKoqCq6srvr6+RERE0Lp1a7p3716sBu45OztTu3ZtateuXWjX0Gg0VK1alapVqxbaNcSDK2HdOov7zwTB9RIKra6mEPxIMtp6iRzSNke/8yQh5wxogO0RCg1TUylpMEDNZxwbuBXBvu582a02rb/cgN7CjN4yJdx4rmFoEUQmhBBCiPuNpqgDeFDMmjWLSpUq0bt3b/744w8SEhKstk1JSeGXX36hXr16OcpB9unTh0cffdTmtcaPH282unLr1q08/vjjHM9WciItLY3JkyfTvXt3s/1vvvkm5cvnXqohLCyMV1991Wxft27dmDJlilkSDuDYsWM89thjbN261bSvZMmSeU6aOeqehBDCJOEyzGlnMTn3rV8JZvmWuL1DZcA/Bp7cZyM55+5O6PTv8ahfH/QZVtvZUs67HJ7OnsZk4GoDj2abqRd2MJaLw1/BkGp7rYyClKrTM2ze3lyTc1qNwsy+D0lyTgghhE1nzpwhOjra4j+4M3Nuy5YtVttl/xcVFcWxY8fYtm0bs2fPpk+fPsUqOSfEvc6QnEzytu0Wj+0JV3BSVZomG8urlnKHx9+fw5OrjxCw9AfOd6tCamVXnkpMBo0zVOvgyNBtmvzvKYvJOYDhj4bj5iyz54QQQghx94pkBl1eF/8uaIqicPq07TrihSklJYV58+Yxb948FEUhPDycChUq4Ovri4uLCwkJCZw9e5ajR4+aZqVl1aFDB2bOnJnrdUJCQliyZAlPPvmkKVG2ZcsWqlevzkMPPURYWBjx8fHs3buX2NjYHNfIXlLTlk8//ZQjR46wcuVKwDjrb8SIEUyYMIH69evj7e1NVFQUe/fuNStL4+LiwtKlS/M8o9CR9ySEEMSdg7md4Ga02W4VmOxXgh+yJOf6rTXw1B4byTk3N8p9/z0eDRrApq8gehM8/ws427dmXJ3AOsx4Ygar3u3Lk3stJ+GSNm0i5q23KDdlil1950d8io5BP+5mZ/QNm+1eblWJ5xuWo5y/Z6HHJIQQ4v6mqmq+ylsKIQpP0vYdqNkG6GbaG67h4dRUvDOfBVRoBu7GgbelIprS5sPltAHUm+fg0j5w93VM0LmIvpbEkn0xFo+F+LnT/aFyDo5ICCGEEPerIknQ5WXx78JQnD7MqarKyZMnOXnyZK5t3d3dGTVqFG+//TbOzs556r9Vq1YsXbqU/v37mxJWqqqye/dudu/ebfGc559/npkzZ6LV5n0kmFarZeHChbz44ov8+uuvpv1Xr17l77//tnhOUFAQc+fOpXnz5nm+DjjunoQQD7hrp+DHTnAr54fyqb4lmJklOddrnYH2u2wk51xdKTdtKp6NGsLmb2DtB8YDvzwHz/0CLvatGVcrsBaanu+Tsms07haegygeHpQc+IJdfebH5fhU+s/ZyfHL1meDKwqM7VCd/k0rFno8Qggh7n/9+vUzfV2Ua8cJIcwlrl9vcX+8B5wqA8/cTLmz08oMOcUvFPyKT8nISWtOoDdYfo//ymOVcXGSYlRCCCGEKBhF+q5CUZRc/9nT1tr5xSExN3PmTEaNGkXjxo1xdXXN0znVqlVjwoQJnDhxgpEjR+Y5OZepXbt2HD58mCFDhthcUPyRRx5h8eLFzJ8/H09P+2c4eHl5sWDBAhYtWsQjjzxitZ2/vz9Dhw7l8OHDtG3b1u7rgOPuSQjxgLp8GOa0tZqc+97vTnLu+Q0Gnt5hIznn7EzIlCl4Nm4MWybBmnF3Dkath196QHqy3SHWeKwbbt99SpKb+d82YzJwGh7169ndpz2OX7pF+8mbbCbnXLQaJj9fT5JzQgghCsycOXNM//z9/Ys6HCEExgGz1hJ0+yopqBqFVslZE3TtHRPYXTh5JYHlBy5aPFYxwJOu9co6OCIhhBBC3M+KZAadrcW/Lbl27RrJycaHmFln3bm5uVGihPFhaXx8PKlZ1t3J7N/Ly4uSJUsWRNh3pUGDBjRo0IAJEyag0+k4duwYUVFRxMTEkJiYiE6nw8vLCx8fHypUqEC9evVsJqDyKigoiGnTpjFp0iS2bNnC2bNnuXz5Mp6enpQtW5Z69epRsWLBPEDt1q0b3bp1Izo6mr1793Lx4kWSkpIoXbo05cuXp2nTpri4uNz1dRx5T0KIB8iF3fBzV0iNz3Fomq8P0zKTc0D3TQa6bLMxC9zZmZApk/Fq3gy2ToZ/xuRsE70R5j8LPX8FF/sGElRv/jSX5gSSMPRN9HFxxmTgd98ZZ+oVoq2nrtF39k4yrIwoBvBydWJG34doUimgUGMRQgghhBBFK+3YMTKuXrV4bE+4QuX0dMpm6I07yj4EPsEOjC5/Jq45ibViT68+VhknrcyeE0IIIUTBKbISl3n11Vdf8f777wPGpNvTTz9Nr169aNSoESEhIWZtL1y4wI4dO5g3bx6///47BoMBnU7HsGHDeOuttwryFu6Ks7MztWvXpnbt2g67pouLC61bt3bItSpWrOiQBJkj70kIcZ+L3mQsO5memOPQ974+TPXzNW0/s9lA9y25JOcmTcKrZUtIvgGbJ1pve2az8V+VJ+0OuUy9Jvj/9CPnXhpM6dGj8WrW1O4+7LF03wXeWHjA6gMLgEBvVyIHNKBGcAnrjYQQQggHunbtGmfOnMHV1ZWwsDCpriFEAUpYt87i/gwNHKyo0Ds59/KWxcnRi7dYceiSxWOVg7zoWKf4JxiFEEIIcW8p1kN/Ro4cyf/+9z90Oh2VK1dm+/btLFmyhGeeeSZHcg4gJCSEZ555hiVLlrBt2zaqVKlCWloa77zzDu+8804R3IEQQohi78RqmNfNYnJuRgkfvsuSnOu81UCPTQbrfTk5Ufbrr/B+9PbgAQ9/6P8neAZabt9pcr6Sc5lcK1em0t8r71yvkHy37hSv/2o7ORcW4MmSoU0kOSeEEKLQGAwG07/c7Nq1ixYtWlC6dGkaNWpE3bp1CQgIoHfv3ly5csUB0Qpx/0tcv8Hi/qOhCimuCq2TsiToIjo6KKr8+2bNCavHXnu8ClpN0S+fIoQQQoj7S7FN0K1atYpPP/0UVVUJCwtj06ZNPPzww3k+v0GDBmzcuJFKlSqhqipffvklK1euLMSIhRBC3HOOLIMFPSEjNcehmSV8mOzva9ruuN1Azw02HghqtZT98kt8nnjCfH9QBPT7EzyDzPd3/Bbq9zFtbrywkY0XNtp9C5o8rmuaH6qq8sXfx/li1X8229UI9mHRkMaU8/cotFiEEEI82L755hucnZ1xdnamdOnSpKenW227fv16WrVqxZYtWzAYDKiqiqqqpKWl8csvv1CvXj2io6MdGL0Q95+M2FhSDx2yeGxPuEJAhp4amT+nAVUhoLIDo8u7pLQM9py9ycELcfxz1HLyvlppb56qWdrBkQkhhBDiQVBsE3SffPIJYCxrOXXqVAIDrcw+sCEoKIjvvvsuR59CCCEE++fD4gFg0OU49EMJH77Nkpxrv9NAn3U2knMaDcGff4ZPWyuz4YKq3Z5JdztJ12EiPNTPdHhzzGZeW/car617jQ3nLY9EdjS9QWXM8iN8t/60zXZOGoVR7SMo6VV4iUIhhBBi6dKlpvXIBwwYYHVt65SUFHr37k1KinHmTta1zxVFQVVVLl++zNNPP52nmXhCCMsSN1ofWLY3XKH9pVTio9y5odNCtfYOjMw+P247yzPTttJv9i6rbd54ogoamT0nhBBCiEJQLBN0Z86cYdOmTSiKQrly5Xgi+2wEO7Rp04bQ0FBUVWXLli12rX8nhBDiPrVzJiwbCmrOB3OzS3gzKUtyru1uA/3W2niApygEf/YpJdrn8uAhsCr0XwFPT4WHB5h2b43Zyqv/vorOoENn0DF35gi2LJ1q7x0VqFSdnuHz9/LT9rM223k4a/ljeFMaVwpwUGRCCCEeRDqdjp07d5qSbZ06dbLadvr06Vy8eNGUjPPw8KBjx4506dIFLy8vUx9Hjhxh5syZDolfiPtR4vr1FvdfKAlX/BRaHjJweacfMUtLsfKbJfz7wbPcPHvQsUHmIjEtgxkbjYPRbiZbnpVbO6QET1Qv5ciwhBBCCPEAKZYJun379plGR9auXfuu+6tTp47p67179951f0IIIe5hm76Gv96yeCjSx5tv/P1M20/sNTDwH9vJuTIff0yJjnlcUyOwCtTrZdrcdnEbr6x7hXSD8YFA7SgDr/2mw2vUZDYvnJi3PgtYfIqOfrN3svLwZZvtSnq68O9bLYmQNeeEEEIUssOHD5Oeno6qqri5udG4cWOrbSMjI03JueDgYA4fPszy5cv57bffOH78OJUrVzYd/+GHHxx4F0LcPwxpaSRu2Wrx2N5wBTe9Hr9oZwCcDFDhdDpl5h8ipm0PfhpQlxXrR0HqLUeGbNHcrWe4mZyzmkZWrz9RxWwmrhBCCCFEQSqWCbqYmBjT115eXnfdn6enp+nrixcv3kkccgoAAQAASURBVHV/Qggh7kGqCmvGw9rxFg/P9fHmq5J3knOP7TcwaJXt0ldlJnyAb5fO+QonKi6KEf+OIE2fBkD1swb+95sBZz246KHEuOkc+21OvvrOr8vxqfSYvo0d0TdstqsU6MmG/7WmdAl3B0UmhBDiQRYVFQUYS1RWq1YNjcbyx9izZ89y8OBBU9vx48dTvnx50/EyZcowefJk02DQvXv3cuWK5TWnhBDWJe/chZqcbPHYnnAN7WLS0d1yynFMq8J+bx2rjv4CX4TDlSOFHapVCak6ZmyMstmmXqgvrarYv9yKEEIIIUReFcsEXeZ6AWCerMuvrH1k7VsIIcQDwmCAle/A5q8tHv7Rx5svsyTnWh8wMHil7eRc6fHj8e3WDW7aLgNpTcUSFekS3gWAKhdU3l1kwCXjznEnAzDmK+L/+DNf/dvr1NVEnpm2leOXE6y2cdFq+KxrLf5+rQVerjkfugghhBCF4dKlS6avy5UrZ7Xdhg3GdVxVVcXV1ZWePXvmaPPEE0+YrW++f//+ggtUiAeEtfKWiW7wXwg8dlRv8bgB2FFV4cmkZHD3hcBqhRZjbiK3nCE+xfbsuTefqCqz54QQQghRqIplgq5MmTKA8YPVjh07iI+Pz3dfcXFxbN++3fSmqnTp0gUSoxBCiHuEQQ+/D4ed0y0e/snHmy+yJOdaHDIw+C/byblSY0bj1+NZ2PczTK4PBxfZHZaiKIxsNJJB/h0ZuVCPm6XnA3o9F//3P1IOFu56HXvP3aTb91uJibM+iMXL1YnIAQ3o0TAUZ22xfPsghBDiPpWUlGT62tvb22q7LVu2AMa/sS1btsTd3fJM76xLIMga5ULYR1VVqwm6/WEKBo1C6dOWB3IdLwepHiqtklOgemfQaAsv0Fw8VMGP8EBPq8cbVvSnaXhJB0YkhBBCiAdRsXzClvmBSVEUdDodEyZMyHdfH374ITqdzlTGpG7dugURohBCiHtBRjosHgj751k8PM/Hi8+zJOeaHjHw8gqDzT+OpUaOxL9nT9g/H5YPB0MGLH0JDi60OzxFURjebgJXm1kfPez3/PO41apld995NWdLNM/P2E6cjfU3Ar1d+XXwIzQJDyi0OIQQQghr9Hq9xa+z27Ztm+nrFi1aWG2XdQbdrVtFvw6WEPeS9FOn0FmpdLQnXKFuUholglOJ81FzHN9WTUPzlFQ8VRVqPlPYodrUOKwkXm7OVo+/KWvPCSGEEMIBimWCrlatWlSpUgUwjs6aOHEiM2fOtLufmTNnMnHiRNObqipVqlCrEB9yCiGEKEZ0KfBrbzi6zOLh+d5efFrS37Td+KiBEX8Y0OR8lmAS9M47+PftAwcWwLKXgduNVQMsHWzcbyeNVsuTk38jum3NHMdKdHuGUqPeL7SHAx+uOMr4P46SlmF9xmDFAE+WDG1CjeAShRKDEEIIkZuss+auX79usc3Nmzc5cuTOelZNmzbNU986ne0Sd0IIcwnr1lvcr1eMM+hapKVQqu4tGj11CcN7bYlq5s/1ErfLW1a7Xd6yRDkIaeDQuLNb999V9p+Ps3isWXgAjcJk9pwQQgghCl+xTNABjB07FlVVURQFg8HAkCFD6NGjB8eOHcv13GPHjvHss88yZMgQVFU19TN27FgHRC6EEKLIpSXAvO5wcpXFw794e/FJwJ3kXKPjBl75PZfk3FtvUnJAfzjwKywdgik5l0k1GPfvn293uBqNhrZf/4r/4JdM+3w6dKDM+PEomoL/U62qKkN/3sMPm6JttqsTUoLFQxpTzt+jwGMQQggh8qpUqVKA8e/X4cOHLbb5+++/TVVTnJycaNDA+sP/uLg409eentZL3AkhcrJW3vK/EEhyV2iZbCyZrnF2p8bzH9H+hy002XoY/cSXeTowjBaKD9ToDIXwHjevVFXl639OWD3+RpsqDoxGCCGEEA8yy4XBi4Hnn3+eRYsWsWzZMhRFQVVVFi9ezOLFi6lduzaNGjWicuXK+Pj4oCgK8fHxnDx5ku3bt3Po0CEAU2IOoHPnzjz33HNFeUtCCCEcIeUm/NwNYnZbPPyrtxcfZ0nOPXzCwKvLDWhtJOcCX3uNki++aNy4EUWO5JyJColX8hW2RqOh1Ouvo3VzI/XYcYI//QRFW/DrcmToDXT7fiv7z9te37VV1UC+61kfT9di+1ZBCCHEAyJrFZTLly+zfft2HnnkEbM2P//8M2AsH12vXj2r688BnDt3zvR1ZvJPCJG7jJs3Sdm/3+KxPeEayuoyqJw5KzX8MXAxDvLSaLXUbjuC2owwrg+ts77usSOsOnKFwzGWy9u2rhpI/VA/i8eEEEIIIQpasX7q9uuvv9KlSxf++usvU6JNVVUOHDjAwYMHLZ6TOWpSURRTYq99+/YsWGB/2TEhhBD3mMSr8FMXuGJ5dP1Cby8+zJKcq3/SwBtLDThZr/BIwPDhBAwZfGdH6/eM/93wac7Gj46GZq/nJ/I71xs6FNVgKJSZc6k6PV2nbuHopQSb7Z6pX5ZPn6mNs7bYTrQXQgjxAImIiCAkJISYmBhUVWX48OGsXbuWEiWM5ZcXLVrEypUrTZ8ZO3ToYLWv1NRUjh8/btquWLFi4QYvxH0kadMmMFh+47w3XKFVcgqmwuzVrPwcarTg6lUo8eWFwaDyja3Zc09UdWA0QgghhHjQFesnb87Ozvzxxx989tlnuLq6mmbEZU3WZf0H5ok5V1dXPv/8c5YvX46zs/XFf4UQQtwH4i/AnKesJucWeXsyIUtyru5pA2/mkpwrOXQIAcNeznmg9XvQ6r1s+0ZBi7dMm0evH2XomqEkpNtOhllSGMm5W6k6+s3emWtyLizAk0+61pLknBBCiGKlb9++ps+D+/btIzw8nGeffZZWrVrRs2dP02dArVZLnz59rPazdetW9Ho9YJy9XqNGDUfdghD3PGvlLS/7QkxJaJmcbNyhaKHKkw6Lyx4rDl3ivyuW3w+3qV6KWiGy7rIQQgghHKfYP31TFIW3336bU6dOMWrUKEJDQ80Sclll7g8NDWX06NGcOnWKt956C00R1jYXQgjhADeiYPZTcP2UxcOLvT35IODOQu+1owy89ZsBZ731LksOGkTgK6+YBoXk0OpdY1IOoNVIaPm26dDxG8cZtHoQm2M2M/ifwdxKt1xCx1Gu3Erl2e+3sSP6hs12DSv6888bLXFxKvjSmkIIIcTdeOeddyhTpoxp+/r16/z2229s2rTJlHBTFIUXXniB8uXLW+1n6dKlprYRERF4eRXdTB4h7iWqTkfips0Wj+0NV/BSVR5OTTPuqNAMPPwtti1KeoPKxDXWZ8+9/oSsPSeEEEIIxyrWJS6zCg4O5oMPPuCDDz4gJiaG3bt3c+XKFW7evAmAn58fpUqV4uGHH6Zs2bJFHK0QQgiHuXocfnwaEi9bPLzEy5PxWZJzNc8Y+N9vBlxsJOf8Bw4k8I3XrSfnMrV8Gyo0hfJNTLv+u/Efg1YPMiXlos4fZPlL7ejw1UL8Sgbn/b4KyKmrifSbvZOYONtrfXSpV5ZvetR1TFBCCCGEnby9vVm5ciVt2rTh6tWrOf5Gq6pK48aN+frrr632kZ6ezqJFi0znPvroo4UasxD3k+Q9ezEkWJ55tidcoVlyCqa6RREdHRaXPZbvj+F0bJLFY+1rlyGijI+DIxJCCCHEg+6eSdBlVbZsWUnCCSGEgIv7jWvOpVieGbbUy5NxWZJzEedU3llkwCXDepd+ffsQ9PZbuSfnMmVJzp24eYJBqwcRlxYHgHuayshf9VS+dJ1dz3egwbzf8QsMyVu/BWDvuZu8ELmLm8k6m+1eebQyb7SREcNCCCGKt9q1a3Ps2DE+//xzfv/9d86ePQtAtWrV6NmzJ8OHD8fFxcXq+QsWLODq1aum7Xbt2hV6zELcL6yVt0xxgaOhCr2uZxkMVrV4/Wwt2XuBCiU9mLT2pMXjGgVef7yyg6MSQgghhLhHE3RCCCEE57bDvO6QZrl85DIvT8YGlES9nWerdl7lvYV6XG0l53r2pNR77+U9OZeFqqqM2TKGm2nGmd2u6SrvLtRT+ZLxeLlzKfzX+zkeXvAHTn5+dvdvr3+PX+HleXtJ1VlfZC/Ay5Upz9flkUoBhR6PEEIIURD8/Pz45JNP+OSTT+w+t3Xr1uzbt8+0LevPCZF31hJ0ByoqoIFmKbcTdMH1oUTxGVB9PTGNUcsOk5xuvXzG03XLEh7k7cCohBD3I51Ox5YtWzh37hyXLl3Cy8uL4OBg6tWrR4UKFYo6vCJToUIF06Cq8uXLc+bMmaINSIhiRhJ0Qggh7j2n/4UFvUCXbPHwci9PxmRJzlW5YEzOudmYSOb7XA9KjR6FErUOStUCr0C7QlIUha9afcXAvwcSGxfD/xYbiLhg3qbE2euc69uP0DmzcQoovKTYwt3neW/JIfSGnOu1ZqoY4MmPAxtSzt+j0OIQQgghipNy5cpRrly5og5DiHtOWnQ06VYeqO4JV3hhRzoXY3w5UTGdus3b3Cl1WQzM2BRlMzmn1Si8+pjMnhPifhMVFcWuXbvYvXs3u3btYu/evSRkKdNbkImi2NhYxo4dy6+//sqNG5ar+zRp0oQ33niDZ555pkCuaUv//v2ZO3dujv09evRgwYIF+eozKiqKqlWroqo5nzFER0c/0AlIIe6WpqgDEEIIIexyfAXM72E1OfeHlwejsyTnwmOMZSbd06136du9G6XHjEE5sQrmPQtzO0DiVesnWFHWqyxz2s7hlX/dqHXWcnIs7eRJLr0/yu6+80KvN/DyvD38b/FBm8m5OiElWDyksSTnhBBCCCFErhLXb7C43wDsq6TQ5CBwwh2vVSXY+/aP/NmrAXt+Gk1GquX3645yLTGNH7eetdnmmfplqRDg6aCIhBCFaf369Tz55JOULFmSSpUq8dxzz/Hll1+yYcMGs+RcQVq5ciU1a9Zk2rRpVpNzAFu3bqVbt2707t2bpCTLa2EWtmXLlnHz5s18nTtnzhyLyTmRu/79+6MoiumfzCAU2UmCTgghxL3j4CL4tQ/oLWfb/vD04P3AAFNyLuySyvu/6vGwkZwr0aULpcePRzn1DyzsAwYdxB6HyA6QcMXuEIO9gnl8zPfc8NVaPO4cHEzpsWPs7jc3yekZPPb1Bv46dNlmu5ZVApk/6BFKerkWeAxCCCGEEOL+Y6285alg8EgDj+t33vf6JEOlPYl4fLSYD996mD+W9IbzuxwUqbkZG6NI0VmfPeesVRjxqMyeE+J+sX//flavXm0zUVaQ1q9fT+fOnc3Wt1UUhYceeoju3bvzxBNPEJCtcs68efN4/vnnMRisL0VRWNLS0pg/f77d5xkMBn7++edCiEgIAZKgE0IIca/YPQeWDALV8ofsFZ4ejAoKIHNMV8XLKqMW6PFMs96lT6eOlPlwAsrptfBrb/PE37X/jDPpEmwnvCwJqfYwFX+eR0KQl9l+p1KlCJ0biXNwsN192nL1VirNPv2XM9dtj1LuWr8sP/R7GE9XqXAthBBCCCFyp791i+Q9eywe2xOuod0R6ws8r6+qwefkP/DP6MIKz6obSen8uO2MzTbPPlxOKkoI8QBwdXWlUqVKBdrnhQsX6Nq1K+npd54hNG3alCNHjrB7924WLlzI6tWruXDhApMmTcLZ+U7x3z/++INRowqnqo4lWa89Z84cu8//999/OX/+vMX+hBB3TxJ0Qgghir+tU+DP1wDLJRX+8vRgZFAAmWPQyl9RGfWLHq9U6136tG9P8CefoJzbYlzPztKsvGsnILI9pNhfBiI4vA71Fq3AJSwMAG1AAKFz5uBSwGvfHL98i5ZfrOdGso0F9oDBLcP4qnsdnLXyp18IIYQQQuRN0pYtkGE5Cbc3XKHJccuzQE4EQ7qnSuOUVKhZ+GsuZefn4czEHnVx0igWj7s4aRj+aLiDoxJCFDZnZ2fq1q3Liy++yPTp09mzZw8JCQn88MMPBXqdsWPHmpWLbNKkCWvWrCEiIsKsnaurK6+88goLFy402//1119z9qztErwFpUOHDqav9+zZw6FDh+w6f968eaavq1atSpUqVew6/8yZM6iqiqqqUt5RCAtkCL0QQojiS1Vhw2ew/hOrTf729OC9LMm5crEqo3/R420jOefdti3Bn32KotVCQFXwK29MxlkS/ji4+eYrfOdSQZT/6Udi3nyLUiPfwzWsYr76sSbmZjKdJm8hXW+7PMboDtV5oVnBXlsIIYQoKAMHDjTbVhSFWbNm2WxTECxdRwhhzlp5y2vekOqk4nPNcln3bREaWicn46JooPrThRihZYqicPZ6MhlW1mXu2TCUMiXcHRyVEKIw9evXjyFDhuDm5lao1zl58iRz5841bbu4uBAZGWnzup07d6Zfv36m89LS0hg/fjyzZ88u1FgBunbtyrp164iLiwNg9uzZfPPNN3k69+bNm6xcudK0PWDAAH766afCCFOIB5Yk6IQQQhRPqgqrR8G2KVab/O3pwbtBgRhuz6wre01lzHw9PinWu/V+4nHKfvE5itPtP4HepaD/Cpjb0bj2XFYNX4K2n4JiHHmbrEvGw9m+MjhOJUtSPtL+MhK5OR2bSN9ZO3NNzg1pGSbJOSGEEMVaZGQkyu2/taqqWkycZW1TEKxdRwhxh6rXk7hho8Vje8MV8DTg2SyOw5e9CT6jxTXLRLsdVRXGJyVDxRbgFeSgiO9ITMvg+w2nLR5zc9bwcuuCLXcnhCh6fn5+DrnO/Pnz0evvLL3RtWtXKlfOfT3Ld955xyyxt3DhQqZOnVroCUU3Nzeef/55pk2bBhhnxH3++ed5KlW5cOFC0tKM64ZotVr69OkjCTohCpgk6IQQQhQ/Bj2seAP2RFptssrDnXeDAtHfTs4FX1cZO19PCRvLsHk9+ihlv/oKJfsbUa8g6Pfn7STdMeO+Bi/CU5+bknMXEy8ycNVA+tXox/PVnr+bu7tr+87dZGDkLm7aKGupABOerknvxuUdF5gQQgghhLhvpBw4gP72jIvs9oQrPKJLITQkmdCQZBInzGbvhlUkbNhBalI66V4GGt8omvKWAJFboq2+V+7buAJB3oX7QFwIcf9aunSp2faAAQPydF5ERASNGjVix44dACQlJbF69Wo6depU4DFmN2DAAFOCLjY2lj///JMuXbrkel7W8pZt27YlODi40GLMC71ez5YtW4iKiuLy5ct4eHhQtmxZWrRoQWBgYJHG5miqqrJv3z7+++8/YmNjSUpKIiAggJCQEJo1a4a3t/dd9X3s2DEOHTrElStXSEhIQKvV4unpSZkyZQgLC6NmzZq4uLgU4B09uCRBJ4QQonjR62DZUDi0yGqTfzzceadUkCk5V/qGceacb5L1br1atqTsxG9QrL2B8AqE/n/C3E4Q+gi0+9KUnLucdJmBqwYSkxjDxzs+xqAa6BXRK9+3eDf+PX6FYfP2kaLTW22jVRRm9H2IxyJKOTAyIYQQIv9U1XIZOnvbCCEKTuK69Rb3pznB4fIK/W7cLlvh5otX7U60qPcMvAZJCZepcvgXnN13QrUOFvsoTPEpOmZsjLJ4zMNFy+AWYQ6OSAhxv7h8+TIHDhwwbTs5OdG0adM8n9+qVStTgg5g5cqVDknQNWjQgFq1apnWn5s9e3auCbr9+/ebrVeX10RkdhUqVDCtt1e+fHmb69CNGzeO8ePHm7bXrVtHq1atSE1N5aOPPuKHH37g8uXLOc5TFIWOHTvy2WefUa1atVxjioyMNLufOXPm0L9//zzfU9aqDi1btmR9tnLQ2fvPqmJF6xWOcvv+AJw/f56PP/6YxYsXc+3aNYttnJ2defzxx/nggw94+OGHbfaX1a1bt/j888+ZO3cuFy5csNnWxcWFhg0b0qVLF15//fUCrXTxoJEEnRBCiOIjIw0WDYD/VlhtssbDg/+VCkJ/e9W5UjeNM+f8E61369msGWW/nYQmt9E9ngEwcCW4eFtMzmU6NuljVlbdzVOv561ue0FZuPs87y05hN7KWhoArk4afhvamJplfR0XmBBCCHEXoqOjC6SNEKJgWVt/7lAFBUULjVNuL/pcpS1o71So8PQuTa3Gr0NjBwRpwazN0dxKzbB4bEDTCpT0cnVwREKI+8Xhw4fNtmvXro2np2eez2/SpInZ9pEjRwokrrwYMGAAb7zxBgB///03ly9fpnTp0lbb//zzz6avAwIC6NixY6HHaMnJkyfp1q0bBw8etNpGVVV+//131q1bx7Jly3j00UcdGKHjfPbZZ4wdO9ZUdtQanU7HypUr+fvvv3nrrbf47LPPck2gHTx4kKeeeoqLFy/mKZb09HQ2b97M5s2beeWVV3BykjRTfsl3TgghRPGQngQLekHUOqtN1np68XZQABm3k3OBccbkXMkE6916NmlMyJTJaFzz+EHcrYTpy6vJV3lx9YucTzhv2tdup4Fe6w2w/m9Wput46h3ra+QVFFVVmbr+NF+s+s9mu1plS/B97/qU9bNvnTwhhBCiKJUvn3s55ry0EUIUnPQLMaSdPGnx2J5whYapqXhkzmqNcPwsOWtuJqUze7PlhL63qxODmsvsOSFE/h09etRsOzw83K7zK1UyX/8ye3+FqU+fPrzzzjvodDoyMjL46aefePvtty22TUtL47fffjNt9+zZs0jKGcbGxjJw4EDTQC1PT08aNmxIqVKlSEtL48CBA0RF3ZkxnZCQQLdu3Th8+HCRl+MsSAaDgYEDB5qtYQig0WioVasWFSpUwNPTk9jYWHbu3El8fDxgfJb0xRdfcPXqVSIjI632f+PGDdq0acOVK1fM9pcuXZqaNWtSsmRJtFotCQkJnD9/nuPHj5Oamlrg9/mgkgSdEEKIopcaD/N7wLltVpv86+XDW0H+ZKjG5FxAvDE5F3DLercejRoR8t13aPK56PLWi1s5e+usafvxfQb6rzWYtivMWcvVEt8TNGRIvvrPC71BZcKfR4ncesZmuxZVApnWqz6ervKnXQghhBBC3J3EDeutHtsbrjA8+XZ5Syd3qPSYY4LKgxmbokhMszx77oXmFfH1kPVyHiQZegOX4u//h8gGg57ExDv36ZWhRaPROuz6ZUq44aTVOOx6RenUqVNm26GhoXadn33A0fXr17l58yZ+fn53HVtuMmfBLVmyBDCWdbSWoFu6dClxWdYgtaf8Y0F6+eWXuXbtGiVLluSTTz6hX79+ORKFq1atok+fPsTGxgJw8+ZNRo8ezaxZs4oiZAC6detGq1atAHjrrbfMkp2bNm0iJCTE4nnWZqFNmDDBLDnn6urKu+++y7Bhw3KsvZeZfH3zzTe5efMmAHPnzqVx48YMHjzYYv9ffPGFWXKubt26TJkyxWr51oyMDLZt28bvv//OnDlzLLYReSdP8YQQQhStpOvwc1e4tN9qk3XevrwZ6EeGalx3reQt45pzQfHWu/V4+GHKTZuKJvaAMfHX7HW7Q+sc3pkkXRKf7vyUlgcNvPS3IUeb6xMnoegyCBg+rMBrbh+7dIsxy4+w68wNm+261ivLZ91q4/yAfCgSQgghhBCFy9r6c1Gl4Ka3QoubtxN04Y+BS/Go3nAtMY3ILWcsHivh7szAZtbX/RH3p0vxqTT/3HqFFlEwNv2vNeX8i8fvgcKWNWkFEBQUZNf5Xl5euLm5mc0+io+Pd0iCDoxlLjMTdMeOHWP79u088sgjOdplTbrUrVuX2rVrOyS+7K5du0aZMmXYtGlTjtmHmZ588kn++usvHnnkEfR64zOjBQsWMHHiRLy9vR0ZromXlxdeXl6mr7MKCQmhQoUKee5rx44dfPDBB6ZtPz8/1q5dS7169Sy2d3JyYsCAATRt2pQmTZpw/fp1AN555x169uxp8XuyfPly09f+/v6sXbsWf39/qzE5OTnRvHlzmjdvzoQJE6S85V2SJ3lCCCGKTsJliGxnMzm3wackb2RJzvklGJNzpeOsd+tevz7lpn+P5toh+PkZWDMO1n+arxB7RfTig7KDGfpXzuRcpmvffUfqkYItTbHxxFU6Tt6ca3JucIswvuxeR5JzQgghhBCiQBiSkkjescPisT3hCtXT0ih9+yEo1Yq+vGVMXApDf97DRyuOkqLTW2zzUoswfNycLR4TQoi8SkxMNNt2d3e3u4/s5yQk2Fizo4A99dRTlClTxrRtafbTuXPnWLfuTmK7Z8+eDonNmrlz51pNzmV6+OGH6dKli2k7OTmZ7du3F3ZoDjFhwgQMhjvPo+bNm2c1OZdVlSpVmDZtmmk7Pj6emTNnWmx79uydylGtW7e2mZzLzi2fFavEHfI0TwghRNG4eRZmt4XY41abbPQN4vWAEqbknG+isaxlmZvWu3WvU4dyM6ajuXHEmJxLv/0Gev0nsO5jyFwrww5dHh/O5RfaWj1eevx43GvWsLtfa37deY5+s3eRYbAd66j2EbzXLgKNpmBn7gkhhBBCiAdX0rZtqDqdxWN7wzW0yixvqWihypMOjMyy79adYuXhyyzdd9Hi8ZKeLvRvUsGxQQkh7kvZE3T5SU5kT9Bl77MwabVa+vbta9pesGABKSkpZm3mzJljSgi5urrSvXt3h8WXXaNGjXjiiSfy1LZDB/MBI/v27SuMkBzq9OnTrFixwrTdsmVLnnrqqTyf361bN7Oyqr///nuu51y9etW+IMVdu6cSdDqdjo0bN/LRRx8xcOBAOnfuzGOPPcZjjxWfeudCCCHy4NpJmPMU3LS8gDvARv9gXivphU41riFRIsk4cy7YxoQyt1q1KPfDTLQ3j8FPXSE920i0DZ/lO0n32FvfcGNEzjempUaOxK/Hs3b3Z80Xq47zzpJD2IrQWavw7fP1eFEWuRdCCCGEEAUsYf16i/vjPOFCgHonQVehKXjkfZR9YTh/I5mFu87bbDOkZSVZp1kIUSjys8xFQS+NYa+BAweavr5165bZ+miqqhIZGWnabteuHb6+vg6Mzlz79u3z3DYiIsJs+35INK1Zs8Zsu0ePHnadrygKLVu2NG3v2LGD9PT0HO2qVatm+nrLli0sXLjQzkjF3bgn3qEkJSXxzTffMGXKFNOCj5lUVbX6i+2XX37h/fffB4z1U3ft2lXkvwSFEOKBd/kQ/NQFkmKtNtkcEMprJZzQGYzJOe9kldHz9YRct96tW40ahM76Aa1TBszrljM5l2nj5xAUATW72h1602EfEBdcn0vvvw8GA4FvvoF/3z5292PND5uj+G7daZttPFy0zOjzMM0qBxTYdYUQQoiitHHjxiK7dosWLYrs2kIUR6rBQOKGDRaP7a2kMGG+gfgMf1aGZVC9SgXKW2zpON+tO2Wz6kSgtyu9HynqKIUQ94vs64lln32WF9nPyd5nYatSpQpNmjRh69atgHHGXO/evQFYu3YtZ86cMbXN3F9Uqlevnue22dfxi4+PL+hwHG7z5s1m20FBQWb/f/LCw+PO+pCpqalcvHgxxxp4PXv2ZO/evQAYDAZ69OhBZGQkvXv3pm3btnaVvBT2K/YJuoMHD/Lss89y8uRJ1NszHvKaZOvYsSNDhgwhISGBs2fP8s8//9CmTZvCDFcIIYQt53fBvGcg1fobpS2lKvGqF+gMxrI6Xskqo3/RE3rNereuERHG5JyPj3HHU5/B0iFgaR5azWcgolO+b8G3S2c0ri6knTlDwKBB+e4nu3XHr/LVqhM22zhrFSIHNKRhRXlzJIQQ4v7RqlWrIhlIqSgKGRkZDr+uEMVZ6pEj6GMtv/E+VUbh0YMqoKVErJbkHWv4d3p10uuXo/oLbxNa83GHxnr+RjKL91yw2WZYq0q4u2gdFJEQ4n53PyTowDiLLjNBt27dOs6cOUOFChWYPXu2qU3ZsmVp1aqVw2PLKnvSzRZnZ/N1RnVWSjXfS86fN58h3q1bt7vu88aNGzkSdMOHD2fx4sVm6/atXLmSlStXoigKNWrUoHHjxjRt2pSWLVvmOF/cnWKdoDt69CgtW7bk1q1bpplyqqrmOVHn5eVF9+7dTb9cfvvtN0nQCSFEUYneBPN7gC7JapOtwdV4xV1H+u3knGeKyugFeirYqEzgWqUKobNnoc1adqHOc4ACy4aAemcxXWp0gS4zQGv88xefFk+yLpkyXmWwh0+7dna1z82i3ed5d8kh9DZG/3q5OrF8eFMqBTr+zbsQQgjhCGo+SlALIQpW4rr1FvfrtOCVkvNntMwVFVaeY2D515i4I4CarcdBWKtCjTHTb3sv2Jw9V6aEG881DHVILKJ4KlPCjU3/a13UYRQ6g0FPYuKdz9leXp5oNI5LTJcpYf86bPeqEiVKmG1nr/SWm8TExBwJuqIoIdmjRw9effVVkpKSTGUtX3vtNZYuXWpq8/zzz6PRFO3qWEV9/aJ2/bqNMlL5lJCQs9qUq6sra9as4Y033mDWrFno9XrTMVVVOXz4MIcPH2bmzJkA1K5dm/79+zN48GCzGXoif4ptgi41NZUOHToQHx9vSsTVqlWLV199ldatW5OWlpajtqwlTz/9tClBt3bt2kKNWQghhBUnVsPCPpCRarXJ1nJ1eMU1iXS9MTnnkaoyaoGeilesd+taOZzQyDk4WRpVVacHKBpY+pIxSVe9M3T9wZScu5V+i8H/DCYuLY5ZT86irFfZu7nDfFFVlWkbTvP53//ZbBfk7cqKV5oR6P3gfPARQgjxYLE3OZd9sKa18/PaTghhlGhl/bkjoQqNTlr++YkqBXpvAxHn9+Vrref8evWxyuyKvsGW05YfYA5/NBw3Z5k99yBz0moo53//PzzW6/UkON15oO7t7YFWK6/9wlC5cmWz7bNnz9p1fvb2/v7+ds0SKyiZk1oy15uLjIwkMDCQ1FTjMxtFUejVq5fD4xLmLK0Xd7esvRf29PRk+vTpvPvuu/z000/8+eef7Nu3z2K1iYMHD/LGG2/w5Zdf8vPPP9O69f0/EKIwFdsE3bfffsuZM2dMH6heeeUVvv76a1PmPK+/AFu3bm2aeRcdHc3Vq1cJCgoqtLiFEEJkc2Qp/DYIDNbLC2yv2JBXtDdI0xvffLinqry/QE+ly9a7dQkLI3TOHJxs1cKu3R0UBY6vgK53Zs4lpCcw5J8hHLl+BIABfw/ghzY/EOrjuBG2BoPKB38eJXLrGZvtqgR5sXRYU1nYXgghxH1r7NixeW6blpbG9OnTiYuLMz1g8PX1pX79+lSpUsU0sj0+Pp4TJ06wd+9e4uLiAOPDJn9/fwYPHoyLi0uB34cQ9zrdlSukHj1q8djxEHhuk+XztlfT0CYpCa1nIFRoXogRmjtzPZnt0TcsHgvxc6f7Q+UcFosQ4sGQfbLIqVOn7Do/KirKbNueNdYK2oABA0wJurNnzzJ69GjTsebNm0sZQyuyzi4rbAEBAZw4cWcplIsXL1KmjH0VoOxVsWJFxowZw5gxY0hKSmLXrl1s2bKFjRs3smHDBtLS0sziadeuHevXr6dRo0aFGtf9rNg+7Zs8ebIpOde5c2cmTpyYr368vLyoUKEC0dHRABw7dkwSdEII4Sj75sHvw83LTGazI7w5I7hsSs65pamMXKin8iXr3bpUqGCcORcQkHsMtboZ1527/TclMT2RIWuGcOjaIVMT5dxFDnbriDp5FuWrPpy3e7sLaRl63lh4gBUHbdwk0KlOMF92r4OL04Nd1kEIIcT9La8JuitXrtC+fXtTcq5u3bqMGzeO9u3bW50pkJGRwYoVKxg/fjz79+/n5s2b/P3336xYsYLSpUsX5G0Icc9L3LDB6rE0Z6uH2FZN4fOkZKjd1zQgzhEmrTlhtUT8K49VlvfQQogCV7NmTbPtgwcPkpycnOcyf1u2bLHZnyO1aNGCypUrc/LkSQBu3rxpOjZgwICiCsshnJzM/1bZsyZx1u9TYStVqpTZ9okTJwo9QZeVp6cnrVq1olWrVrz//vskJSUxf/58xo4dy6VLxudZqampvPnmm2zevNlhcd1viuW7laNHjxITE2MaEfnFF1/cVX+VKlUyfZ19pIIQQohCsmMGLH/ZZnJuZ7XHGc4VUvXGETiu6SrvLdRTNcZ6t86hoYTOjcTZnsEWt5NzSbokhq4ZysHYg6ZDpW6qjJmvp9K5dC707U/00W157zcfbv2fvfsOj6roAjj829303kMIJBB6JzTpRSkiCNJFBAIC0lGwfqIIKHYEkSodFCmCqAjSpfdO6C0QSEJNr7v3+yOyZJPdZDekAed9njzmzsydmZUQdu+ZOZOUSsj8gzkG5wY1DWJKj5ryYEEIIYQgfefcSy+9xJEjRwAYNWoUhw4dokOHDtmm8bKysqJjx44cOnSIUaNGoSgKx44do23btvo0TkKIdKbOnwvzgvX11KhfuUtYvWRuZnheeMUXFBctNZOToWrngpkocCEylrXHbxqtK+3lSOfggk9fL4R4+vn5+VG9enX9dVpamkWBie2Z0gi3bds2r6aWKyEhIVnKnJ2d6dKlS8FPpgC5uLgYXD/MtmCO06dPWzRW5nTrlmjYsKHB9caNG3PdV15wdHRk4MCB7NmzB0dHR335nj17iIqKKsSZPdmK5FO/Y8eOAek/wFWrViUoKOix+st42GZ0dPRj9SWEEMIMO7+D9e9m2+Rg1ZcZlhZGkjb94djD4FylG6bvsS5RgsBFC7H29s7VtLSKljTdo5VRntHpwTmPuPRrj2gtyW++S3I+LOZQFIXp2y7QdeYe9l7O/qDfse0q8b+XKqFW5/6NnBBCCPE0+eabbzh69CgqlYru3bvz/fff648/MIdareb777+ne/fuKIrCiRMn+Prrr/NxxkI8WXRJScTvNb5Q7XA5FTWTk6lgl0yboLu88PNSHJd+w9V2ARytY0Xr+ATUzsWhZP0Cm++UzRdMHnc36oVyWGmK5OMuIcRToFOnTgbXCxYsMOu+s2fPsn//fv21o6MjrVu3ztO5Wapv375ZFjr16NHD7B2BT6rM2fVCTaR3NmbdunUWjWVra2twnTFFZE7atGljcL1kyZIiscCsVKlSPP/88/prRVG4evVq4U3oCVck37Hcvn1b/33mwzdzI+NfhISEhMfuTwghhAmKAps/hS0Tsm12qFYPhiWf0wfnbFIV3lulo/J10/dYFy+eHpzTPIDZTeD2OYun52LjwuzWs6nuVR33WIVxv2jxjsn0Em7f5VrvPiSdO2+8k1xI1eoY9ssRvvnnPOcj40y2s9aomPpqTQY0ebyFKUIIIcTTRFEUfvrpJyB9Eed3332X676+++47fWBv7ty5eTI/IZ4GCfv3o5h46HekrJrmCYnpF85+UDyYgDrtafvdP3z03UnGvPoPdPwRLAiaP47QmzGsO2k8G0U5HyderlG8QOYhhHg29erVyyCotXr1an2ayOx89dVXBtfdu3fHzs4uz+dnCX9/f/bv38/OnTv1X59//nmhzqkgVK9e3eDPcP369WadLRcZGcmcOXMsGivjxiFAnxrSHNWqVaNZs2b66+vXrzNp0iSLxs8vmdOEZg5ECvMVyQBdxkhwXvzhZtw15+zs/Nj9CSGEMEKng/Xvwa7vs212+LkQhsYeIzEt/Xe9dZrCu6t0VLtmYgksYOXnl57W0joWFr0MkadgYTuIOmvxNF1sXJjVahYjd7tQ7IHxNtq7d7kzc6bFfRsTn5xGj9l7+ftkRLbtHG00zA+pS8eako5HCCGEyGjfvn1cv34dlUpFnTp1KF489w/f/f39qVOnDoqiEB4ezp49e/JwpkI8uWIzpV3Tl9vB+eLQ7GGArmK7LIE4K5+KUPaFfJ7hI99vNr2Q7q2W5dFIFgohRD4qV64cffv21V+npKQQEhKS7c6mtWvXsnDhQv21jY2N2Wfw5rfatWvTuHFj/Vfm3WVPIwcHBxo0aKC/joiIYNq0adneExcXR/fu3S3OzlepUiWDa0vTVH7++ecGaTInTpzIjz/+aFEfAPv37+fo0aNZysPCwli0aJFFO/tu3brF5s2b9dc2NjaPnQHxWVYkA3ReXl767+/cufPY/WU8d87T0/Ox+xNCCJGJTgt/DIcD2a8kOtJ4KEPu7SUxLf0DvlWawju/6ahxNZvgnK8vgQsXYGOXkB6ci/9vl3X87fQgXaT5qQgecrZxpvW03wgPcDRab1+nNsUnPf6qsajYJF76YQdHwh5k287LyYblbzagSbncpe4UQgghnmYZP8+VKlXqsfvL2IecUS5E+i7VuO3/Gq07WkZFgDaN0qn/pYmv2L4AZ5bViRsP2BQaabSuYjFn2lYtVsAzEkIUJTdu3ODq1atZviIiDBfMpqWlGW139epVs55Fjx8/Hnd3d/31nj17aNmyJWfPGi4iTk5OZtq0aXTr1s2gfMyYMQQGBj7GKxWPa+DAgQbX77zzDlOnTiUtLc2gXFEUNm3aRIMGDdixY4fBn7s5mjVrZhBg++677/j444/ZtWsXFy5cMPjZu3Ej65kvjRo14tNPPzUoGzFiBG3btmX79u3odDqj4yqKwtmzZ/nmm2+oV68e9evX5/jx41na3bt3j5CQEAICAhg+fDhbtmwhMTHRZJ+bNm2iefPmxMbG6ss7d+4sm6Ieg1XOTQpesWLpb6gURTEa2bXE3bt3OXPmjP66bNmyj9WfEEIIQypdGvZ/D4fzf2XXiqMtxjDkxl8Gwbkxq3UEX84mOOftTcDCBdg4psDClyE+06GzCXdgUXvo+yf4VrFo3i5efjy34m9uDRmO9uhJfbldjeqUnDULdR7kXO8z7wDX7hp/Y/NQoKcDi/vXI9DTeLBQCCGEeNbdvHlT/31KSspj95exD0vSDAnxtEo+f540E38XDpdV0TwhERWAnRuUalyQU9NL0+qw0qiZvMn07rnRrcrLGc5CPOMaN27MtWvXcmwXHh5O6dKljdb17dvXYLebMSVKlGD16tW0adNG/75i9+7dVK5cmdq1axMUFER0dDRHjhwxOMoJoH379kycONG8FyTyTa9evZg5cyb79u0DQKvV8tZbbzFx4kTq16+Pm5sb9+/f5/Dhw0RGpi8MsbKy4ueff+all14ye5xSpUrRuXNnfvvtNyD9fehnn33GZ599lqVtYGCg0bPcPvnkE27fvm2wc27Dhg1s2LABV1dXgoOD8fb2xtrampiYGKKioggNDSUuzvQRK5lFRUUxffp0pk+fjkajoWLFigQEBOhTdN6+fZvjx49n+Xn28fFh8uTJZo8jsiqSAbqGDRuiVqvR6XTcvXuXrVu3Ghw8aIn58+ej/HdysKOjI3Xq1MnLqQohxDNNrUuh7pVpWMdkXYWjp1JzrNVHDL6ykoS09HNANVqFt3/XUfuS6eCcxsuLgEULsS1dGn4bAHHGV8qScBd2Toau8yyev7ObD47zFnJ92DAS9u7DtnIlAubMQePkZHFfGSmKwqx/L3M2IjbbdgEeDvw2pCFeTpKrWwghhDDF3t5e/33mlem5kbGPjH0L8ayK27bNaHmaGo4HqRh0/78FZ+VfBI11Ac7skdErjhMVm8S+y/eM1lfzd6VVZd8CnpUQ4lnWvHlz1qxZQ0hIiD5ooSgKhw4d4tChQ0bv6dmzJz/99JPB+WeicGg0GlasWEHr1q0N3hvevXuXdevWZWnv4ODAkiVLaNu2rcVjzZkzh5s3b7J3795cz3fatGnUrVuXESNGEBMToy+Pjo5mu4k01Rmp1WpcXV3NGkur1XL69GlOnz6dbbvKlSuzdu1a/Pz8zOpXGFckU1y6u7tTt25d/fXHH3+sD7JZIjw8nC+//BKVSoVKpaJVq1b6A8GFEEI8HittIvUvfUex7IJzamuOtZ3I4KurDIJzo9bqqHshm+CchweBC+Zj+zCH9cs/QOlmxhsHNU8/lD6X1A4OlJw5E/fevQmYNw+NmW9YTNHpFCb8FcpXG7J/gFijhCt/j2oiwTkhhBAiB/7+6eezKorCuXPnHivLypEjRwwewjzsW4hnWdy27UbLz5ZUYWWto2bSf+fSVGxXcJPK4HxkLH+euGkyOAfpu+cyphATQoiC8NJLL3Hq1CkGDx6cberD+vXrs2rVKn755RccHSV7TlFRsmRJ9uzZw1tvvWVy0ZadnR09e/bk+PHjdO7cOVfjeHh4sHPnTn7//Xf69OlD9erV8fDwwNraskUvffr0ISwsjEmTJlGhQoUc29vZ2fH888/zzTffEBYWRqdOnbK0qVKlCuvXr2fEiBFUqVLFrNhJrVq1mD59OsePH5dshXmgSO6gAxg1ahSvvfYakH4o+ODBg5k9e7bZ90dGRtKhQwfu378PgEqlYvTo0fkyVyGEeOYk3qfhxa9wT8jm3BYre463+4zBZ+YSnxoPgFqnMOJPHfXPZROcc3MjYMECbMuVe1Ro4wCvLYdlPeFyhhW+pZvCq8vAOv2NVIo2hT8v/Unncp0t+oCutrOj2Ef/M7u9KclpWkavOM66E9mny3qhog8zX6+NjZUsGhFCCCFy0qxZM6ysrNBqtSiKwtChQ/n333+xsbGxqJ/k5GSGDh2qv7aysqJZMxMLgIR4RqTdvUviiRNG6w6XVdE0MTH9wZGVHZR9oUDn9tDUzRfIbs12cIAbzSvIWc5CCIymB8xvPj4+zJw5k6lTp7J7926uXbtGREQEjo6O+Pv7ExwcbDKdZn5YuHBhjik6H8epU6csam/Jn8mnn36a5bw1c5UqVSpXG3zc3d35/vvvmTRpkv5cuAcPHuDu7k7JkiVp0qRJlp1nuRlHo9HQsWNHOnbsaPG9Gbm6uvLhhx/y4YcfcuvWLQ4cOEBUVBT37t1Dp9Ph7OxMsWLFqFChAhUqVMjx/bK1tTUvvvgiL774IgAxMTGcPn2aK1euEBkZSXx8PNbW1ri4uFCqVClq1qwpO+byWJEN0L366qt8/fXXHD9+HEVRmDt3LqGhoUyaNIkmTZqYvC8+Pp4lS5Ywfvx4oqKi9A9oW7duTaNGjQpq+kII8fSKi8JxZQ802QXnbJw52f5LBp+arg/OqXQKw//U0fBMNsE5V1cCFi7ArkL5rJXW9tBzGfz6GlzaCqWaQM/l6cE7IFWbypjtY9h+Yzvn75/ng3ofFOgq2tikVN5ccpg9l+5m267XcwFM7FhVzscQQgghzOTh4UHbtm35888/UalUHDhwgJdeeomlS5fqzy/PSUREBL169eLAgQP69wdt27bFw8MjP6cuRJEXt2MnpqJfcbYKL0WnZ8GgzAtgU/C7Ps7cimHdyewXv41pVUF2zwkhCp2NjQ0tWrQo7GmIXLK3t6dVq1a0atWqsKdiNj8/v8cO+GXm4uJCgwYNaNCgQZ72K0wrsgE6gFWrVlG/fn3u3k1/2Ll7926aN29OsWLFsmyfHDJkCOfPn2fv3r0kJyejKAoqlQpFUfD392fJkiWF8RKEEOLpkpoIP3dFc+eM6Tb27px6+RvePPY9canpB9KqdApD1+loHGo6OKd2caHk/HnYVaxoum9r+/Qdczu+gSajDYNz/6YH5wB+OfsLWm0qH9b/CI06/3O7R8UkEbLgIKG3YrJt90HbigxuVibf5yOEEEI8bb799ls2btxISkoKiqKwbds2KlasyJAhQ3j11VepXr16lgf0iqJw/Phxli1bxuzZs4mNjdV/RrSzs+Pbb78tpFcjRNERZ+LcmkhXGPK3QqqVO+sCXXHW3aVW1FWcfEoV6Pymbr6QbX290h40KutZQLMRQgghhMhbRTpAFxQUxF9//UWnTp24deuW/sPUrVu3iIiI0LdTFIU5c+bovwf0bUuUKMFff/2Fl5dXobwGIYR4qvz9DtzK5sw5Rx9Od5zMoENfEJsaC4BKURi8XkezU9kE55ycCJg3F/sqVXKeg7UdvPCx/jJVl8q7O95l2/VHqS9VOgXfb3/lrxJHaD/lt3wN0l2+HUef+Qe4cT/R9JQ1Kr7tVoOONeWcGyGEECI3ypUrx5w5c+jXr5++LCYmhq+//pqvv/4ae3t7SpcujYuLCyqViujoaK5cuUJiYvq/zxkXcKrVan766Sc5M0M885SUFOJ37TJad9sVfKPBNg2CLqnhUhiXVrclvIwNViM707LJO6jzeUddUqqWq3fjs20zRs6eE0IIIcQTrMgfflOvXj2OHDlC27ZtDYJvD//78Ouhh98rikKrVq04cOAA1atXL/iJCyHE0+bIYji61HS9a0lOd/6RgYcNg3OD1utocSKb4JyjIwFzf8K+WrVcTWvsrrFsCduiv34YEGwcqlB+4zk2De+KotPlqu/s3LifwOfrQuk6a2+2wTlHGw3zQ+pKcE4IIYR4TL1792bJkiU4OjrqA26Q/tkvISGB06dPs2/fPvbu3cvp06dJSEjIsoDT0dGRJUuW0KtXr8J8KUIUCQmHDqGLNx4AczLy9tYmDTR3U5h6ZRmq7ypC4v18nZ+dtYZ3WlcwWd+4rBfPBcnuOSGEEEI8uYp8gA7A19eXdevWcfDgQV5//XWKFSuGoihGv1xcXOjcuTPbtm3jn3/+MftMAiGEENm4dRzWvWOyWutWmtBO0xh0YAKxKenBORSFN/7R8cLxbIJzDg6U/Okn7MsWB502V1NrW7ot1mpr/Zj9/zEMCAZuPcutj8aiaHPXvzGnwqNp98Muftp5hXvxKSbbeTnZ8OugBjQpJ4fWCyGEEHmhZ8+enDx5kvbt2wOGGVQyL9zMGMADaN++PSdPnqRnz54FPGshiqZYE+ktE20g4Lbxe/ZXVNEmPgGVd0Wwd8+/yZH+d3fKlvMm60e3NnJutRBCCCHEE6RIp7jMrHbt2ixevBiAy5cvc/36de7evUtKSgpeXl74+vpSpUoV1OonIu4ohBBPhsT7sLw3aJONV1u7c/rFrxi1dywxKf+dwaYo9Nuko/VR08E5lb09JefMxiHIC+a2hID68MpMsDAdZfOSzZnSYgpvbR3Fq1uSaWNkzOg1a1BSUij+5ReorK0t6j+zHedvM2DRQVK0pl8bQKCnA4v71yPQM39T/wghhBDPmsDAQP744w8uX77MkiVL2LVrF4cOHSI6OtqgnaurK3Xq1KFx48b07t2boKCgQpqxEEWPoijEbdtutO6WOwRFGr9vb0U1U+IS4Lku+Te5//xzOpJT4cbPeG5RwZtaAfkbIBRCCCGEyG9PVIAuo6CgIPmAJYQQ+U2ngzWD4cE149VoWF3qNWYcmUBM6qPgXN8tOtoeziY4Z2dHyVmzcChXDBa2S+//wTVQdPDKLNBY9s9T0xJNmV7mA5y+/NRkm9ht20i5ehXbcuUs6jujFQfD+GD1SXTZx+ao6u/CgpB6eDvb5nosIYQQQmQvKCiIcePG6a9TUlK4fz895Z67uzs2NjaFNTUhiryUK1dIvX7daN0NLxXesTqcEwzPdrvhCVauaZQPT4Mqr+Tr/HQ6he83ZbN7rpXp1JdCCCGEEE8K2WomhBDCtF2T4fwGk9XrSrzMVO1mg+Dc69t0tDuYTXDO1paSM2fgWNEfFraH+1cfVZ5cCWveBG2axVNt0KgHiRNHkmoktpceEJz5WMG5y7fjeP+3nINzTcp58eugBhKcE0IIIQqYjY0Nvr6++Pr6SnBOiBzEbdtmtFyngkUt1dh2vktim2guBVsT/V9CiL0P01uWagzO+XucyLqTtzgXGWu0rnVlX6qVcM3X8YUQQgghCkKR3UGXnJyMra083BRCiEJzaRts+9xk9U7P2nxmc5ZE5b8T5BWFnv/q6LA/m+CcjQ0lpk/HsUpg+s65+1eyNjq1Kn0nXeefLN5JV6/LEO75VCJqxNsoSUnpY1pbU+LHH3GsV8+ivjJKTtMyedN5cojN0bZqMaa+GoyNlax/EUIIIYQQRZep9Jbn/cHORku1tBTU7inU+mgraa6BHF/1BY4xu3kp/gpUzd/0llqdwpTNpnfPvd1Kzp4TQgghxNOhyAbo/Pz86NWrF/379yc4OLiwpyOEEM+W6HD47Y30QJkRZ73K8K5LPAlKgr6s+04dnfZmE5yztqbEtB9watwIwvZBbITp8e9dhtR40Fi+MtajSXPsfprD9TcHo0tJwf+Hqelj5lJsUipvLjnMnkt3s20X0rAUn7SvjFqtyradEEIIIYQQhUn74AEJR48arTtcVk3ThIT0dEueZcG7AlYqFbV7TaA2QFqKyc8IeWXtsXAu3Y43Wteuuh+V/FzydXwhhBBCiIJSZJf4P3jwgBkzZlCnTh1q167NzJkzsxz6LYQQIh+kpcDKvpBgPCB10cGVQR52xGcIznXZpaPr7mz2l1lb4z91Kk7NmqVfB9SHXqvA2jFrW78a0Od3sMt92hqHunUJmD8P/+8n49yiRa77iYpNosfsfTkG5/7XtiKfdqgiwTkhhBBCCFHkxe3aDVqt0bojZVW0SPjvfX7F9qDK9P7Wygas7fJtbqlaHVO3XDBap1bB2y1zn7JeCCGEEKKoKbIBuocUReHo0aMMHz6c4sWL06dPH/7999/CnpYQQjy9Nn0MNw4arbqjVjO4REnupz46D6LTHh09dmazitbKCv/J3+H8fKZAWalG8PpvYOP0qKxYdej9O9i7A+n/Bnx36DtO3j5p8cuwr1kTl1atLL7voSt34ukycw+ht2JMtlGrYEqPmgxqVibX4wghhBBCCFGQ4rZvN1oe5Qq3PXQ8l5ScXlDp5YKbFHDjfgKrj9zg2t0Eo/Uda/pT1se5QOckhBBCCJGfimyKSycnJ+Li4gBQqVQoikJiYiI///wzP//8M0FBQQwYMIA+ffrg5+dXyLO1nFar5eLFi4SGhnLz5k2io6OxtbXF3d2dMmXKUKdOHRwdjewseUJcuXKFY8eOcfPmTeLi4vDz8yMwMJCGDRtibW2dZ+Okpqaye/duwsLCuHXrFk5OThQvXpzg4GBKlSqVZ+MI8cw4uQr2zzJalQK8XbYakan39WUd9uno+W82wTmNBv9vvzUdKAtskB6kW9oFPEpDn7Xg4AGkB+c+3/85y88tZ9X5VcxqNYsa3jVy+8oscvz6A/otPMi9+BSTbRxsNMx6vTZNy3sXyJyEEEIIIYR4XEpaGnE7dxqtO1JGRYOkZOwUBZz9oHitApvX4Wv36TJzD/bWGqP1GrWKUS/I7jkhhBBCPF2KbIAuIiKCFStWMH/+fHbt2gWkB+og/aHtpUuX+N///sfHH39M27ZtGTBgAO3atUOtLrqbAsPCwli9ejWbN29m586dxMSY3pWh0Who1aoVw4cPp127dhaPpcqchsJCV65cyVWAa9WqVUyePJm9e/carffw8KBHjx5MmDABLy+vXM/v9u3bjBs3juXLl3Pv3j2jbRo2bMjo0aPp0iV/D7AW4qkRdRb+GGm0SgE+D6zIsQzBuXYHdLy+LZvgnFqN/zdf4/Jim+zHDagPff8A99IGwbkvD3zJ8nPLAYhLjePNTW8yq/FUagY8Z9HLstT2c1EMWXqExFTjaX8APB1tWNCvLtVLuOXrXIQQQgghhMhLiUePojNxfMjhcio6JySmX1R4CQrw+cqUzecBTL4H71LLn1JeT+4iZiGEEEIIY4psNMvBwYGQkBB27NjBuXPnePfdd/H19UVR0s84erirLi0tjb/++otXXnmFEiVK8L///Y8LF4znKy9Mr732GoGBgbz99tusW7cu2+AcpO+w27BhA+3bt+fll18mMjKygGaaO3FxcfTs2ZNu3bqZDM4B3Lt3j5kzZ1K1alX++eefXI21fv16qlatysyZM00G5wD27NlD165def3114mPN37AtBDiP8mxsKI3pBr/u7LMqxir1Y9Szbx4SEffLdkE51Qqin/1JS4vvWTe+P61DYJzXx/8ml/O/mLQpOy5WJI69ePothXm9WmhRXuu8sOWCwxYdCjb4FyAhwO/DWkowTkhhBBCCPHEiTWR3jLJGs6UhKYPA3SV2hfYnA5dvcfOC3dM1ltrVIx4XnbPCSGEEOLpU2QDdBmVK1eOr776iuvXr/P777/ToUMHNJr0tAcZd9VFRETw1VdfUbFiRZo3b87SpUtJSkoqzKnrnT9/3mi5v78/zZs3p0ePHnTp0oXg4OAsuwD/+usvmjZtSkREREFM1WJarZYePXrw66+/GpR7e3vTunVrunXrRq1atQx29UVGRtKxY0f97khzbd++nVdeeYWoqCh9mUqlonbt2nTr1o1WrVpl2Zn3888/07NnT3S6bIIJQjzLFAX+GAF3jP+eOmBvz9fOjw6Cf+Gojv6bsg/O+U2ahOvLuTuz4s/Lf7L0zFKDsirXdLz7mw7XeAVl1Kfc3b87V30bo9MpTPjzNOP+OM3kTedJ0ykm21b1d+G3IQ1l9a4QQgghhHgixW3/12j5idIqKmpT8dLpwM4VSjUpsDl9v9n455CHutcpSUkPhwKajRBCCCFEwXkiAnQPaTQaOnTowO+//86NGzf48ssvKV++vMGuOkgP1u3cuZO+ffvi5+fHsGHDOHLkSGFO3UBwcDDTpk3j4sWL3Lhxg23btvHrr7+yatUqjhw5QlhYGIMGDTK45/z583Tr1k3/Wi3x3HPPceXKFYu+SpQoYXb/H3zwAX///bf+2trammnTpnHjxg3++ecfVqxYweHDhzl16hQNGjTQt0tOTuaVV17h1q1bZo1z48YNOnfuTErKozOhGjVqxOnTpzl06BArVqxg48aN3Lhxg6lTpxqcdffnn38yduxYs1+TEM+U/bPg9BqjVTesNIwpXgIt6QG56pd1DPwn+2C332cTcWvTFML25Wo6bUu3pVXgozPrKtxQeH+lDpu09Gv7FIXbg0cQn81uXXMlpWoZ/ssR5u++mmPbxmW9+HVQA7ydbR97XCGEEEIIIQpaSlgYKZcuGa2zSVVoEJaKVgHKvwiavDs7PjsHrtxj98W7JuttrNQMf75sgcxFCCGEEKKgPVEBuox8fHx47733OHPmjD4Y5+DgYBDAUhSF6OhoZs2aRd26dalVq+AOOM5MpVLRrl07Dh48yJEjRxg+fDhlypQx2tbf35/Zs2czffp0g/Jdu3axfPlyi8e2s7OjVKlSFn1ZWZl3POHly5eZOnWqQdnKlSsZPnw4NjY2BuWVK1dmy5YtBkG6u3fvMn78eLPGGjduHPfvPzr/qmHDhmzevJlKlSoZtLO1tWXkyJGsWGGYBm/y5Mlcu3bNrLGEeGaE7YONxoPXCSoVIwOCeKBLBsD/jsLbv+tQZ7NOoNj48bi1bQGLO8DijnBpm8VTslZb81XTr2gd2JqgWwofrtBil2rYRklM5Pqbg4nbscPi/h96kJBCr7n7+PtUzruTO9QozvyQujjZFtmjW4UQQgghhMhWnIn0lgA1r8ALv9mxb31x/lp7iJOrv0OXlpbvc9LqFLwcbUzWv1YvAD9X+3yfhxBCCCFEYXhiA3QZNWrUiAULFnDr1i3mzJlD/fr1swTqFEXh+PHjhTbHlStX8tdff1GnTh2z7xk6dChdunQxKFuyZEleT+2xjB8/ntTUR0/OQ0JC6Nixo8n29vb2LFy40CB4N2/ePC5fvpztOBcuXGDRokX6axsbGxYuXIidnZ3Je1555RX69u2rv05OTjY7GCjEMyEuClaGgC7rB28d8FHxklxQ0oNzTgkK76/U4phsujvfTz7G/eWW6YG5iJOQlgTLXoVLWy2e2sMg3RvniuNgYkwlJYU4C9PkZjR18wUOX3uQY7s3GpdmSo+a2Fg9Ff9kCiGEEEKIZ5SpAF1ChviYRwyU2Z+I1f/m8lfb6iz7vTdEns63OVUr4YrWRKYgO2s1Q1sYX9gshBBCCPE0eKqeNjo5OTFgwAD27NlDaGgoY8aMwcPDw+Dss8JSqlSpXN03bNgwg+tt2yzfjZJfEhMTWbVqlUHZ+++/n+N95cuX55VXXtFfp6Wl8csvv2R7zy+//IJWq9Vfd+7cmXLlcj4kOvN8VqxYUWTOJRSiUGnTYFV/iDWeYna2hweb//ugrtEqjFmjpdgD0925jn4bj05tYckrEHHiUUVaEvzyKlzcbPEUrdRWtJ21lmt1jKfcde3aBd8PPrC4X4Co2CT2X7mXY7uPXqrEx+0ro1YX/r8jQgghhBBC5JY2Lo74AweN1tmlGC3mVAlIuLIN9k433iAPLNx9hfsJqUbr+jQohY+z6UW5QgghhBBPuqcqQPeQVqvl3LlznDt3jujo6MKezmMJDg42uE5MTOTBgweFM5lM/vnnHxISEvTXDRo0oGLFimbd269fP4Pr1atXZ9t+zRrD87Ey329KpUqVeO655/TX8fHxbNy40ax7hXiqbfscru40WrXFwZ4Zrk7pF4rCGxt1VAkz3dW9Jk1w6tweFr8Ct4zsVNYmw7LX4PJ2i6dpbWtPm4Xrce3YwaDc5eWX8Rs/HpXa8n/GrtyJp8vMPYTeijHZRqNS8X2PGgxsGmRx/0IIIYQQQhQ18bv3gImUlabeUe+rqKZ1fAJU7Zwvc4pOTGXODuPZdBxsNLwp78WFEEII8ZR7qgJ0586d4/3336dEiRJ07tyZdevWodPpCntaj8XYWXApKSaWtxWwDRs2GFw3b97c7HubNGli8NqOHj1KZGSk0bYREREG6UmtrKxo1KiR2WNlntf69evNvleIp9LZv2HXZKNV562t+dC3mP76pYMKLY+ZPnQurmJF7rzUFqwdoFhV02O6lgCvCrmarsrKCr8vvsCtWzcAnNu0ofgXk1BpNBb3dfz6A7rO3MP1e4km29hZq5nfry6dgo3v3BNCCCGEEOJJYyq9ZYqJt9QRbuDglkJJGzco3Sxf5jRv1xVikowHDfs1KoWnk22+jCuEEEIIUVRkjf48YRISEli+fDnz5s1j7969APrz5x6mtlQUBRsbm2zPRiuqLl68aHBtZWWFl5dXIc3G0KlTpwyuGzRoYPa9jo6OVKtWjaNHj+rLTp8+ja+vb47jVK9eHUdHR7PHatiwocH16dP5lz9fiCLv3mVYM9ho1QO1mpHF/UkkPZ1s8EUdfbaaXuSQXMyXiJ6vgloNKjW8PC39v0cWGzb0CIKQv8DFT1+k1WnRqM0PsKnUaopNGI9d9Wq4deyIysjihZz8e/42Q5YeJiFFa7KNm4M1i/vXo3oJN4v7F0IIIUT+0el0qHOxc14IAYpOR9y//xqtO+8PKg1UuAZWGd7676uook1CAlTuBhrrPJ/T/fgU5u+6YrTO2daKgU1k95wQQgghnn5P7CecvXv3MnDgQPz8/BgwYAB79+41GpirXLkykydP5ubNmyxfvrwwp5wrmc94q1OnjsUfTMPCwujXrx9VqlTB3d0dGxsbfH19qVKlCq+//jpz5szh3r2cz2LK7MyZMwbXZcuWtej+MmUMD3sODQ012i5zeX6NI8RTLzURlveB5Kypf9OAd4oVI1yd/qm8xG2FUWt1qE1snlO7uxPety86uwxnQqjV0H4q1A55VOZeGvr+BS7F9UULTi1g1LZRpGgt2w2sUqlw79YNlY1Nzo0zWXP0Bm8sPJhtcC7Aw4HfhzaS4JwQQghRBAUEBDB+/HjCw8MLeypCPHGSTpxAa+Iz/7p6ahyef0DJzhFEdCzGlTJWpKlhb0U1beIToGqXfJnTnJ2XiUs2vnvujSalcXOw/D2/EEIIIcST5onaQXf79m0WL17MvHnzOHfuHGB8t5yzszM9evTgjTfeMDh/7EkTFxfHvHnzDMo6depkcT9XrlzhyhXDlWlRUVFERUURGhrKzz//zOjRoxk4cCATJ07Eyckpxz7v3buXJagXEBBg0bwyt79w4YLRdpl3EVo6TmBgoMH13bt3uX//Pu7u7hb1I8QTTVFg3RiIPGm0+lsPd/bbpv+T4Jyg8P4qLQ4m4mcqa2s8vvqStPv3s1aq1dDu+/SddJe2pu+cc/XXVy86vYjJh9PTa47aNoopLaZgq8m/1DWKovDTzstM+vtstu2qFHdhQb+6cgi9EEIIUUTdvHmTCRMm8Pnnn9O+fXsGDx5M69atC3taQjwRYk2lt7SC0EBodCsRVyuFFu8sBreS3L9+ilEXfqH4nRsQYH6mHHPdiUtm4e6rRutc7a3p37h0no8phBBCCFEUFfkAnaIo/P3338ybN49169aRlpZmEJRTqVQoioKiKDRo0IABAwbQo0cPHBwcCnnmj+/DDz8kIiJCf+3m5saAAQPyZaz4+HimTJnC33//zerVq6lSpUq27R88eGBw7eDgYFHaSQAfHx+D6+jorLt6jI2V+b6cODk5YWdnR1JSksFYEqATz5Qji+HYz0ar1jg58rOrMwBWaQrv/KbF94HpropNmIC6Zk3Yts14A7Ua2k2GhHvg6KkvXhK6hG8Pfau/3hW+i3fXDeOrVt9jb+9s6SvKVlRsEtO3XkSlUrFwz9Vs2zYq68ms12vjbJf3qXuEEEIIkbfS0tJYu3Yta9eupXTp0rz55pv069evyBwDIERRFLfdeHrLU4EqqmlTcNUp4FcT3EoC4F6yKi+UnJRv85m1/RKJqcYzWwxqGoSLvC8XQgghxDOiyAboLl26xPz581m0aBG3bt0CDHfLPQzKeXt707t3bwYMGEDFihULc8p5as2aNfz4448GZZ9//jkeHh5m92FlZUXjxo1p2bIl1atXp0SJEjg7OxMXF0dYWBg7d+5k8eLFREVF6e85f/48LVu2ZN++fVl2nmUUFxdncG1vb2/2vEzdExsbm69jZQzQmRrLElFRUdy+fduiezLvBoyLiyMmJuax55KT+Pj4bK/F000deQLHv99FZaTumK0NE73+C6IpCgP/0VHphum+nPr0Qf3C82b+TFnDfz/fKy+tZMqJKQa19skKLb/fzeaFbag3fTn2jq7mv6hsXLmTwOBfT3IrJucUmm0re/PZy+VRUhKJSUnMk/FF7sjvKZHX5GdK5LXC+pnK/F74WWVjY0NKSopB5pTLly/zwQcf8Mknn9ClSxcGDx5M48aNC3mmQhQtqbdukXzWeDaJw2VVNE/47z1wpfb5PpdT4dEkpKSxZN81o/WejjaENCyV7/MQQgghhCgqimyArly5cvpAHBjullOpVLRp04YBAwbQoUMHrKyK7MvIlePHj9OnTx+DstatWzNkyBCz+/jss88YOHCgyd1mNWvWpEOHDkycOJHx48fz1Vdf6f9fR0RE0LlzZw4dOqT/AJxZ5gcFdnaWp4XLHGgz9fAhr8a6nyEdX1486JgxYwbjx49/rD4OHDhgsEuyoBw4cKDAxxSFwzotjmbnPkGlTc5SF6HRMMrXh9T//pq/fEChxQkTh84BcZUrc75SRaM757L7mUrQJTA7drZBmW2KwocrtJS7Bdy6z9kBIUSHDEbJxflyGV2KgZ/OaEjUGf/dlVEzPx2tXW6xa8etxxpT5A/5PSXymvxMibxWUD9TYWFhBTJOUXfz5k3mz5/PTz/9pE+N//DzYXJyMsuWLWPZsmVUrlyZIUOG0Lt3b5yd83aHvhBPorh/je+eAzhSRsXbMf8F6Cq+nK/zUBSFj9ac5PgN45lzAAY3K4Oj7dP1fEcIIYQQIjvqwp5ATjKukAwMDGT8+PFcvXqVv//+m86dOz91wbmwsDDatWtnEEAKDAxk6dKlJoNlxnz00UdmpYK0s7Pjiy++YNq0aQblR44cYdmyZWaPZ8ncHueegh5LiCeaoqPWtdk4ptzJUpWkUvGWrzf3NOn/DNS+oKPXVp3JrpL8/NC1rYDRbXg5cFA70M+xH/aq9KC8darC+6t0VMywU8/n0k385y9AlZw1kGiuY3dVTD9tXnCuY6CWToE61PKrQQghhHgieHh48M4773Du3Dk2bdpE586d0Wg0gOFnxtOnTzNixAiKFy/Om2++yZEjRwpz2kIUulgTaemv+oCbfSol09LAowx4V8jXeWw7F5VtcM7b2ZbX65vO4iOEEEII8TQq0gE6RVGwsbGhR48ebNy4kcuXL/Pxxx9TokSJwp5avoiKiqJVq1aEh4fry4oVK8amTZvw9vbO17GHDRtGhw4dDMpmzJhhsr2Tk5PBdWKi5anhMt+Tuc/CGEuIp0n5yL8oFnM8S7kCjPfy4LRt+m61gCiFkX/oTP6DkObkhFX7QJ4Ln06dqzNQ63JOHZlZcavi9Hfqj4vWnndW66h6LetOPYcrVygxdx7qXPwdT9bCistqtDlEENUqhdfLanm+uILE7YUQQogn0wsvvMCqVau4fv06EyZMoGTJklmOQ4iPj2fu3LnUrVuX5557joULFxqkvBfiWaBLSCB+7z6jdVnSW+bjm2NFUZiy+UK2bYY1L4O9jSbf5iCEEEIIURQV2e1n1apV44033uD111+36Ny1J9W9e/do2bIl58+f15d5eXmxefNmypUrVyBz+PDDD/njjz/01/v27ePBgwe4ubllaSsBOhg6dCjdunWz6J6LFy/yyiuv6K/r1atHpUqVHnsuOYmPjzdIw1SvXj0cHR3zfVxReDTXduBw9DejdYtcnPnLKf3P3zVe4f2VWuxNxdxsbCgxugvu578AwP/BAXwdVdxp9QP7j5/TNzP3Z6r+yRKk3nrPZL1TaiqNatfGytc3x74yOn0rFs2JU5CWZrKNnbWayZ0r0bjM0/9vypNIfk+JvCY/UyKvFdbP1JkzZ/J9jCeVr68vY8eO5aOPPmLdunXMmjWLDRs26I9FgPTAwMGDBzl06BCjR4+mb9++vPnmm0/V+eVCmBK/bz+kGH+jf6Ssmk8SCia95ZYzUZzIZvecn6sdr9YLyNc5CCGeLZcvX9b/+3/w4EGOHDlCbGysvj4wMJCrV68W2HyuXr1K6dKlDcoeLi4qzL6EEIWvyAbojh/PuuvjaRUdHU3r1q05efKkvszd3Z1NmzZRpUqVAptHvXr1cHd315/VptVqCQ0NpWHDhlnaurq6GlwnJCQQHx9v0UOKqKgog2tjgUBjY92+fdvsMSD9vLnMATpTY1nCx8fHrDSi2XFycsLFxeWx52IpR0fHQhlXFJDoG7B+JOl75Qztsrfjew93AKzTFMb8psU7xnRXxUf1xvXSVwZlVuH78f6zN3bFhpBk4wmY/zNVs1F7LsyxJWn4h1hFxxv26+tL4OJF2JQsmWM/Ge04f5vBP58kIUVrso2How0LQupSo6SbRX2LwiO/p0Rek58pkdcK6mdKMj/kTKVS0b59e9q3b8/169eZPXs2CxYs4NatW/p6RVF48OABP/zwAz/88ANNmzZl6NChdOrU6ak7NkGIh+K2bzdaHu0A93y0VLuRAk7FwL92vs1BURSmbDmfbZvhz5fFzlp2zwkhHs/27dv54osvOHToEPfu3Svs6QghhFmKdIrLZ0FsbCwvvvgihw8f1pe5uLiwYcMGatasWaBzUavVBAQYrlozFQzz9PTE3d3doMzSA+yvXbtmcG1qp2Dm8sz3WTqOh4dHlrkL8dRIS4EVfSHhbpaqq1ZWvOfjhU4FKAqD1uuoGJ61i4c8e3fBNeoH0GZddau5e54mFz7PVbrLcnVbUf6X5VhlSN2r8fIiYOECi4Nzvx8Np//Cg9kG50q62/PbkIYSnBNCCCGeASVLluSzzz4jLCyMFStW8MILLxjUK4qCoijs2LGDV199lZIlSzJ27FiLP2MIUdQpikKsiQCdAnQ8pON2sjVUbAfq/Hs0pCjQoUZxk/Ul3O3pVtuyzwBCCGHMsWPH2LhxowTnhBBPFAnQFaL4+Hheeukl9u17lBPeycmJ9evXU69evUKZk729vcF1dukkM6dmvHjxokVjXb58Odv+8mucypUrW3S/EE+UjR9B+KEsxbEqFSN8vYn978N3x30KzU6ZToHg3KoV3j1eAMV04OtssU7o1Da5mqZtmTIELl2ClZ8fGjc3AubPwzZTioac/LTjMm8tP0aazvTrqOznwm9DG1LaS9LaCSGEEM8SjUZD165d2bRpE+fPn2fMmDF4enqiUqn0O+oURSEyMpIvvviCsmXL0rlzZ3bt2lXYUxciTySFhqLNlLXmIbcEeHG7mrtrvNk4ZQObPuxI5Nk9+TIPtVpF6E3TKTtGvlAOGyt5NCWEyD+2traUKVOmsKchhBBGybugQpKYmEj79u0NPgA6ODiwbt06oyklC8qdO3cMrr28vEy2rVq1qsH13r17zR4nPj6eEydOZNufqfITJ06QkJBg9li7d+82axwhnngnVsKBOVmKtcAHPl5ctbEGoO45Hb2260x2Y1u5EsW/+hJV2RbQ729wynoeXFKjd7nu2UR/fSfpTpY2ObEJDCRwyRICFszHrnx5s+/T6RQ++yuUz//O/kyeRmU9Wf5mfXyc7SyemxBCCCGeHjExMURHR5OUlKQvexioe3hWnVarZe3atTRr1oy2bdty6dKlwpquEHnCVHrLjEvb1EDJGwol1pxn8ecD2LyoJdw6YfS+3LoQGcva4zeN1pX2cqRzsH+ejieEeLZZW1tTs2ZNBgwYwOzZszl8+DCxsbHMnTu3sKcmhBBGSbL9QpCUlESHDh3YnuENs52dHX/88QdNmzYttHnduXMny26z4sVNp6J48cUXmTPnUTBgu4kPAMbs3LmTtLQ0/XVwcDC+vlmDAAB+fn5Ur15dH9BLS0tj165dtG7d2qyxMs+rbdu2Zs9TiCdG1Bn4c6TRqmnuruxwSN8dWypCYcSfpoNzGm8vSs6YgdrBIb3Arwa8sQmWdoG7F9LL6vQnpd4I+O/v1smUk0z4ZwJfNv2SVoGtLJq2TQl/wPwP5SlpOt5ddZy1x4x/yH/o5RrF+bZbdWyt5CwLIYQQ4lmUmJjIsmXLmD17NocOZc0uoCgK1tbWWFtbk5CQoA/UKYrCP//8Q40aNVi+fDnt2rUrsPmePXuWa9eucfPmTWJjY0lNTcXFxQVPT0+qVq1KlSpV8uy8vNTUVHbv3k1YWBi3bt3CycmJ4sWLExwcTKlSpfJkDFG44rb/a7RcZaL9vooq+l07DLbOeTqPKZsvoJhIeDHqhXJYaWTduBAib/Tt25fBgwdjZyeLdIUQT45CCdAFBQUZXKtUqiwrFDO3yQvGxiloKSkpdO7cmc2bN+vLbG1t+f3337Ocj1DQfv31V3S6Rw/ufX19TaadBGjTpg329vb6NJh79+7l7NmzVKxYMcexFi5caHDdqVOnbNt36tTJYMfdggULzArQnT17lv379+uvHR0dzQ7sCfHESI6F5b0hNevO0r8dHZjn5gqAa5zCe6u02KUa70Zla0vJ6dOxLlbMsMI9EN7YCMteBQdPeOlbiIsH4FTKKVYmrESHjnf/fZevmn5Fm1Jt8vTlAaw4dJ3kVC3/nI5k18Xsd+v1b1Sase0qoVabevwghBBCiKdVaGgos2bNYsmSJcTEpKfVUxRFn9YS0hchDho0iEGDBuHg4MDSpUuZNWsWp06d0gfqEhIS6N69OydOnMi3tFgLFixg69at7N+/n0uXLhl8FjPGycmJ7t27M2LEiFyfV3779m3GjRvH8uXLTZ7R07BhQ0aPHk2XLl1yNYYofGm3b5N08qTZ7e+4gLtHCl5WweBhWdr57ITejGHdyVtG68r5OPFyNmfTCSGEpdzd3Qt7CkIIYbFCCdBdvXrV4APSww9B2bXJC8bGKUhpaWl0796d9evX68usra1ZtWoVbdrk/QNtS0RGRvLZZ58ZlL388svZ/j9zcHCga9euLFmyRF/21VdfsWDBgmzHOn/+PGvWrNFfW1lZ8dprr2V7T69evfjss8/QatPPw1q9ejUXLlygXLly2d731VdfGVx3795dVtKIp4uiwNrhj3a3ZRBqY804Lw8ArFMV3v1Ni1es6a6KfzEJ++rVjVc6eECftenjqdN3pZ1OOc2KhBXoSH+YpFW0vL/jfTThUbRs1PvxXtd/FEVhyuYLTN2S9fUZ82HbigxqGlTov++FEEIIUXBSUlJYuXIls2bNYs+e9HO0Mn/WVBSF5s2bM3ToUDp16oRG82iX/dChQxk6dCjr16/n3XffJTQ0FEjPfPL999/z448/5su8P/74Y8LDw81uHxcXx/z581m0aBEjRozgm2++sWhH3fr16wkJCSHKxLlkD+3Zs4c9e/bQq1cvZs+ejaOjnOX7pInbscOi9vsrqGidkAAN8zYo+/3m8ybr3mpZHo0sqBNCiEITGxvL7t27CQ8P5/bt29ja2uLj40OlSpWoburZ0BNAp9Nx4MABLl++TEREBMnJyQQGBub47FmIwlKoKS7NCcDl1UPWvAz05YZWq6VXr16sXbtWX2ZlZcXy5ctp3759no1z7tw5zp8/z8svv2z2PREREbz88stERkbqy2xsbPjwww9zvPfTTz/l119/JTU1fUvOwoUL6dSpEx06dDDaPikpiX79+pGSkqIve+ONN3JclVquXDn69u3L/PnzgfQP4SEhIWzZssVkwG3t2rUGO/VsbGwYN25cjq9JiCfKvpkQ+nuW4jtqNSN9vUlSq0FRGPK3jvLZZIX0GjYMl5deyn4sa3v9tztu7mB5wnJ9cO6hNvtT8f1yEtvfv07zvv+z5JVkkarV8b/VJ1l5+EaOba3UKr7uWp3OtUo81phCCCGEeHJcuHCB2bNns2jRIv1usIe75R5+1nRycqJ3794MGzYs2+wgkJ4Kv0WLFjRu3JgjR46gKAqbNm0qiJcCpC+ALFOmDAEBAbi4uKDT6bh37x4nT54kIiJC306r1TJlyhSuXr3KqlWrDIKNpmzfvp1XXnnF4HOYSqWiVq1aBAUF8eDBA44ePWpwJvnPP/9MTEwMv//+O2q1pCF8ksRu22a0PNIVDleB2ucUfO8+etayv4KK/vGJUCX7zDaWOHHjAZtCI43WVSzmTNuqxYzWCSGEyF979uxhwoQJbN26Vf88NzMfHx+6d+/O22+/jYeHh1n9ZnyG36xZM4uOQgoJCWHRokX66ytXrphMub1w4UL69eunv16wYAEhISEkJiYyceJEFi1axM2bhg/AXF1dJUAniqxCCdAFBATkGHgzp82TpH///qxYscKgbNKkSQQHB3P16lWL+ipWrJjJoNStW7fo0KED1apV4/XXX6dTp04md5nFxsayaNEiPvvsM4PgHMDYsWPNSjMaFBTEqFGj+Pbbb/VlXbt2ZfLkyQwaNAgbGxt9+ZkzZxgwYIB+VSuAp6en2UGz8ePHs2bNGu7fvw+k/4PSsmVL5s6da5BWMzk5mTlz5jBmzBiD+8eMGUNgYKBZYwnxRLi2FzZ9nKU4FRjt60XkfyuqO+9RaBxqepGCc9sX8Ro21KKhQ++HZgnOtTyqI2RLepnPl0uJdquCa8eOFvX7UFxyGkN/PsKO87dzbGtvrWHm67VoXsEnV2MJIYQQ4smh1WpZs2YNs2bNYtt/QQhju+WqVKnC0KFD6d27N05OTmb3b2dnx4cffki3bt0AuH79eh6/gkccHR3p0KEDbdu2pWHDhlStWtVkIGzfvn2MHTuWLVu26Mt+//13Jk+ezLvvvpvtODdu3KBz584GwblGjRrx008/GQQtk5OTmT17Nu+8847+gd2ff/7J2LFjmTRp0uO8VFGAdMnJxO/eY7RuX0UVrtVjaR4Qw4WgPlzYf4q0i5G4eybjYVcfXPIu5eTkTaZ3z73dqrykoxdCiAKWmprK4MGD9ZsfshMVFcWPP/7I4sWLmTVrFt27dy+AGebemTNn6Ny5M2fPni3sqQhhsUJLcZkXbZ4kixcvzlL23nvv8d5771nc17Zt22jevHm2bU6ePMn777/P+++/j6urK1WrVsXLywtnZ2fi4uK4fv06x48fJy0tLcu9gwYN4uOPsz70N+XLL7/k9OnT+tSdqampjBgxgokTJ1KrVi2cnZ25fPmyfhXqQzY2NqxZswY/Pz+zxilRogSrV6+mTZs2+g+Xu3fvpnLlytSuXZugoCCio6M5cuQIt28bPtRv3749EydONPs1CVHkxUXByhDQGf4dVoDPPT04+l8Q/7mzOl7dYfo8E7sqlSk+aRIqC1dFv1n5Ta5du8aO5PT0Oc1O6Bi04dE4KkXh5gcfoktOxj0Xb+Q2hUaYFZzzcLRhfkhdapZ0s3gMIYQQQjw5rl27xpw5c5g/f74+RWPm3XIajYZXXnmFYcOG0axZs1yPVblyZf33ycnJjz13U06dOoW1tbVZbevXr8/GjRvp27cvS5cu1Zd//vnnjBw5EltbW5P3jhs3Tr/IEdLPmNu8eXOWRZ+2traMHDmSgIAAgzPCJ0+ezJtvvimLHZ8QCQcOovx3TnxmR8qqmZCQCCo15bp8Srk+nig6Hc+H7wdy3olprsPX7rP9nPH38tX8XWld2TfPxhIiW9o0iDE/lfATS6dDHRf36FrrBAW589nFHzSFmqRN5CA1NZV27dplyQxgZWVF3bp1KVmyJImJiYSGhnLp0iV9fUxMDL179yY5OZmQkJACnrV57t27R/v27bl8+TKQ/ry5bt26+Pv7k5KSwuXLlwkLCyvkWQphmvz2fAZER0eze/fuHNs5Ojry/fffM3DgQIv612g0rFixggEDBrB8+XJ9eVRUFBs2bDB6j4+PD4sWLaJJkyYWjdW8eXPWrFlDSEiIPginKAqHDh3i0KFDRu/p2bMnP/30k1mpX4R4ImjTYFV/iIvIUrXc2YnfXNJXiZeOUBj+p+ngnJWXByVqnEYdth0qtLVoCiqVilZ2rVChIvXoNob8bWQcRSHik3EoKal4vN7Lsv5RoVKlH3lnSkkPexb3f47SXnIuihBCCPG0K1OmDIqiGN0t5+fnx6BBgxg0aJDZi/+y4+DgYDBGfjE3OPeQWq1m+vTprFmzhvj4eCD9s962bdt48cUXjd5z4cIFg5RRNjY2LFy4MNtzuV955RX69u2rvy85OZnx48ebteJeFL44EynF4uwgupiWCuGpUKoJOHoCoFKrcSrZIE/G1uoUvt14jgOX75lsM7pV+acqW5Io4mLCYeqTe5aWuTSAS2FOYNQJcJdFHEXZRx99ZBCcU6lUDBkyhE8//RRvb2+Dtrt372bIkCGcPHkSSM9eMGTIEGrVqlUkz6b79NNPiY2Nxc7Ojk8++YQRI0ZkyZ5w5cqVQpqdEDmTRPJPmUqVKvG///2PRo0aYW9vn/MNQPny5Zk0aRJXr161ODj3kJOTE7/++isrV66kfv36Jtt5eHgwZMgQTp06ZfJDZE5eeuklTp06xeDBg3F3dzfZrn79+qxatYpffvlFDjYXT5etE+HqzizFB+1s+coz/e+Ee6zCe6u02GbdJAuAytaWEk3uYa27Bb++Bocsf+CiUqloadeSpncCUGcTSFNZ+PDppx2XeWv5sWyDc5X9XPhtSEMJzgkhhBDPCJ0ufTFQxsBc06ZNWb58OdeuXWPcuHF5EpzLqLDPMTfGxcWFxo0bG5RdvHjRZPtffvkFrVarv+7cubPJIxAyev/99w2uV6xYQVJSkoWzFQVNURRitxs/f+5YkIqmSYmoACq2z5fx/zpxk5nbL3E47L7R+uAAN5pX8DZaJ4QQz5qrV6/m6uvGjRsWjXP8+HGDo4kApk6dyvTp07ME5yA9DfbOnTupW7euviwpKYkBAwbk7oXms9jYWGxsbFi/fj0ffvih0dTmpUuXLoSZCWGeIrmDLjY21iCyXaZMmSc+wFJQH+58fX35/PPPgfQPsRcuXODSpUuEh4fz4MEDkpKSsLe3x93dHT8/P+rWrWv0l3Fude3ala5du3LlyhWOHDnCzZs3iY+Pp1ixYgQGBtKoUSODc+lyy8fHh5kzZzJ16lR2797NtWvXiIiIwNHREX9/f4KDg+WXr3g6nfkLdk/JUhxupWGMjxdpKhU2qQrvrtLiGWu6m+LPa7C3/e/QXEUHf70NMbegxf/AghWtKpUKp5ffJKbEdlyW/5Ol3vd//8O9h3kpLnU6hUl/n2HuruxXNjUs48ns3rVxtrMs8CeEEEKIJ5uiKDg5OdG7d2+GDh1KlSpV8mWcwMBAfUCwKPLw8DC4jo01/aZvzZo1Btf9+vUza4xKlSrx3HPPsX//fgDi4+PZuHEjHTp0sHC2oiAlX7hAWvhNo3WHy6ronfBf6suKL+X52FqdwpTNps+dAxjTqoLsnhNCiP8U1HPLyZMnGzyX7tKlCyNGjMj2HicnJ+bNm0eDBg30u/YPHjzIjh07aNq0ab7ONzfGjh2b43FQQhRVRTJAt2zZMoYMGQKkp/24efPmEx+gKwxqtZoKFSpQoUKFAh+7dOnSBfIPjY2NDS1atMj3cYQoEu5egt+HZClOUKkY6ePNfY0GFIWh63SUzZr9Us+7iQcurqeyVuz4Oj0FyMtTQWNB8EulotKYCaT4VeL2lCn6Yp93xuDRp7dZXaSk6Xhv1XF+P2b8gcJD7av78V33GthaScpaIYQQ4llSqVIlhg4dSp8+fXB2di7s6RSqa9euGVwXL17caLuIiAiOHz+uv7aysqJRo0Zmj9O8eXN9gA5g/fr1EqAr4uK2/2u0XKuC86UU6kYlgV8NcAvI87H/OB7OlTsJJuvrlfagUVnPPB9XCCGEacnJyQbHEQFMmjTJrHtLlixJv379+PHHH/VlCxcuLHIBOgcHB0aOHFnY0xAi14pkgO7OnTv6yH7dunWzrBAUQohnTkoCrOgDyTEGxQow1tuT87bpO1O77lJoeMb0jl2XBpXwLL7F9DgJ94DcrWr1GvwmKjtbor78Cq/hw/E0M/1BXHIaQ5YeZueFO9m269eoFB+3q4xaLatuhRBCiGfN6dOnC3sKRcL58+cNgmYqlYpmzZoZbXvqlOGCrOrVq1u08LVhw4YG1/JnUPSZOn/uXAmoSTI2ABVfzvNx07Q6pmzKafecnD0nhBAF7eDBgyQnJ+uv69atS/ny5c2+/9VXXzUI0O3atStP55cXWrRogaura2FPQ4hcK5Jn0D38S6VSqShRokQhz0YIIQqZosC6MRCZddfbHDcXNjk6ANAgVEf3XabTMdnVqI7fjJ9RNR1jvIF/Heg6HzRWXI+9TlxKnMVT9QwJodSvy/AaNtSs9rdjk+k5Z1+OwbkP2lbkk/YSnBNCCCHEs+vWrVt069bN4Ey5rl27UqpUKaPtQ0NDDa7Lli1r0XhlypTJtj9RtKTdv0/isWNG6w6XVdMi4b/dbZXy/vy59aciuHYv0WR947JePBcku+eEECIjRVFy9ZXxWKicHDp0yOA68+KbnFSuXNkgc8GFCxeIjo62qI/8FhwcXNhTEOKxFMkddBkP905JSSnEmQghRBFwZBEc/yVL8VYHe350dwOgzE2FYetMB+es/Pwo+eOPqO3t4YVPwKU4/P1u+vlzAB5l4LUVYOPAjdgb9NvQDx8HH2a2nImrrWUrkexr1sy2/kFCCmN/P0XfhoG8s/IE1+6aToWjUav4ukt1utSWxRpCCCHEs+z5558H0hdxLlu2DB8fn1z1ExkZSc+ePfV9bdmSTWaBQpaWlsb9+/c5c+YMf/31F7NnzyYm5lE2haCgIINV7ZldvHjR4DogwLK0hoGBgQbXd+/e5f79+7i7u1vUjygY8Tt3gomzE4+WgfcSktLf83tXzPOxX6zii7+bPeEPjAfpRrc2f7eGEHnKxR9GnSjsWeQ7rU5HfNyjBbaOTk5o1AW4J8PFv+DGEhaJiooyuLZk9xykv1cqW7YsR48eNeizKO1Yy+17QiGKiiIZoKtatar+e0tWBQghxFMn/Eh6IC2Ti9bWfOidvgrVI0bh3d+02KQZ70Jlb0/JGdOx8vZ+VFh3ADgVg9/eAFtneP03cPQkIj6CARsHEJkQSWRCJAM2DmB2q9l42OVNquHr9xLou+AAl2/Hs/5UBFqd6XSc9tYaZrxeixYV5M2WEEII8azbvn27Pj1eUlJSrvtJSkpi+39pAItaur233nqLqVOnmtW2RYsWLFmyJNuHUg8ePDC4tvQBlpOTE3Z2dgb/v6OjoyVAV0SZSm+pA7rv0RHq50TtWs9jmw8/91vO3jYZnGtRwZtaAfIzIwqJxgrcA3Nu96TTatFpYh9dOzuDRs5tF3D//n2D69wE1lxcXAyu792791hzymvP+tnE4slXJAN05cuXp3r16pw4cYITJ04QHh6Ov7+sxhBCPGMS7sGKvqA13EkcrVYz0teLBLUa2xSF937T4pFNNkr/b77GrlKlrBWV2kOfP8DKBjxKczvhNgM2DiA8Llzf5Oy9s0yY+Sofdv4B38DHW2178kY0/RYe5E5cev7z7IJzHo42zA+pS82Sbo81phBCCCGeHoqiFLmgWkHr0KEDw4YNo3Xr1jm2jYszfINob29v8Xj29vYGAbrY2NhsWpsvKiqK27dvW3RP5h2BcXFxBjsK80t8fHy210WBkpZGzI4dRuvUQP1QINSJUzvXcWvhFhw7taHGi29jZW35z0RmOkXh23/OmKx/s6F/gfw5PUmehJ+pokKr1erT+qr/2xGm1Wqf+X8LMsuY+tjYtTD+/6Qg/z/l5fiW9KXLtLNaURSzxs2ujU6ny7EPc8fJ2D7z+Oa+JnPmIwpfTr+ntFqt/ufg4Z9xbGwsmsdcbJD5/XBRVCQDdAAjRoxg4MCBKIrCJ598wrx58wp7SkIIUXB0Olg9CKLDDIrTgHd8PLlubY1KURj2l46gCNPdeI8ejXPLlqYbBDwHwL2kewzcOJBrMdcMqqte1RGy8jpnf+uObumv+JWqnKuXs+1cFMN+PkJCSs5vmkq427O4fz2CvJ1yNZYQQgghxNNq/fr1aLVa7OzsaNq0abZtMz+QsLOzs3g8e3t7g9X3efWQY8aMGYwfP/6x+jhw4AAREdm8Ec4nBw4cKPAxc2J/6RIl43IO8jikQJlTSXxW7U++n7OKnZW+AdXjpcE7ckfFxdvGH55Vc9cRefYQkWcfa4inXlH8mSoqVCoV3v9lgnm4SyYuLu6xH9g+7RISTB8j8axKTDTc5avT6fJs0Yk5jAXiczu+JX05OjoaXEdGRlo8buZFFjY2Njn2odVqLRonc3aE+Ph4k/dnbpuUlFSgf5Yib2T+PaXVag0CcwA7d+7MEry1VFhYWM6NClkBJiS2zBtvvEG7du1QFIWFCxfy9ddfF/aUhBCi4Oz8Fi5uylL8nYcb+/5b/dx9h47650z/Q+XasQOeAweYNVxCagJJWsM3OdWu6PhgpQ7bNPC5k0rc4NGkZspfbg5FUZix7aJZwblKfi6sHtJQgnNCCCGEyBdpaY9ygltZFa31qp988glXrlzRf4WGhrJz506mTZumP4MvNTWVdevW0axZM4YPH27RivHc7DiRXSpPBsczpnewZfbAEbw9k0h2KP/YwTmdAhtumO6jbUnTZ2QLIYTIf94ZjzoBLl26ZNH9iqJkucfLy8to24yB84zvt8yROS23EM+SIhugA1i2bBmdOnVCURQ+/PBD2rRpw7Zt2wp7WkIIkb8uboFtk7IU/+7kyFLX9NzfjU7r6LInm/PbgoMpNnGi2Q9VSjiXYOGLCwlwDgDSg3Pvr9IZnGuXdvUaYSH9SLMwHZGiQIViOecEb1jGk+Vv1sfHxfLV3UIIIYQQ5rhz547++8yrygubh4cHpUqV0n9VqlSJxo0bM3z4cLZs2cLOnTsJDHx0ltL06dMZNGiQyf6cnAwXPGXePWCOzPdk7lMUDZYE6PZXUNE6MYEb7vUfe9zDd1REJhr/vBHsqcO/aP0VE0KIZ07NmjUNri3dsXvmzBmDHXRlypQxeY5dxrPgoqOjLRrn7FnZai2eXUVryWAG/fv3B9IPonR2diY2NpbNmzezefNmnJ2dqVGjBj4+PhYdBKlSqSRVphCiaHtwHX4bABgG347b2jDBywOAcuEKQ9aZXo1q5W5PiW8moraxsWjoYo7FWPjiQj6f9Rr9Vt7AxsiC7JTLl7nWNwTP2bPM6jMlTcd7q47z+7Gb2bZrV92Pyd1rYGslqUqEEEIIkX92/HdOl0qlonjx4oU8G8s0btyYbdu2UbduXe7evQvA/Pnz6dChAx07dszSvigH6IYOHUq3bt0suufixYu88sor+ut69epRydg5y3ksPj7e4IFmvXr1ilRwN/VaGFF37prd/lAFGKCzQffyUKpoLPu8YDCuVse3cw4DSVnq1CoY16UuQV4Oue7/aVbUf6aKEq1WS3h4+hnpD8+gc3JyKnI7oAubVqs1SBfn4OAgaUAzyXwOq1qttuiZ8uMy9nc8t+Nb0lfTpk2xtbUlOTkZgMOHDxMREUG5cuWyHePhz9Ty5csNyps0aWJyLF9fX/1OuMuXL2NnZ4e1tXVOL4czZ85kSUPo6OhocpzMKbvt7OwK9M9S5E5Ov6fS0tL0v+cf/nlWrFjxsX+XnbFgEVNhKbL/oi1cuNBg54dKpdLnHI2JiWHXrl0W9ffwQHEJ0Akhiqy0ZFjZFxLvGRRHajS85eNNqkqFZ7TCu79pjQbPANQ2ako+dw2r31+F138DtwCLpuDt4M1Hr87i5J9d8LuVbLSNfc2aqMx48xOXnMaQpYfZeeFOtu1CGpbik/aVUaslhZIQQgghcmZp2sXU1FRu3brFxo0b+fzzz/Xl1apVy+up5bvSpUvzySefMGrUKH3Z119/bTRAl3mF+20LsyDExcVlCdC5ublZ1IcpPj4++Pj4PFYfTk5OuLi45Ml8LOHo6Fgo45py99Aho+U6YE57aHVRS7ErGhyT09Nb+nom4xTQAdyNpygz1/KDYVy/nzU4B9Cxpj81g4o9Vv/PkqL2M1WUpKWlZXk4q9FoJPiUA/l/lJWx/x8F+f8oL8e3pC9HR0e6d+/OkiVL9GXjxo3LEngzJjw8nPnz5xuUhYSEmByrVq1anDt3DoCUlBS2bNlCu3btchwn43uzh7L7GX4YxMl4LT/vT57Mf8YPYzcP6yA9UPe4CzKehOwPRTrFZWYqlUr/JYQQT51/PoLwwwZFySp4y9eLO1YabFMU3l+lxc3U+e8qKP7cbezc0uDOeZjbCm6dsHga3sXLUHPZWjRlg7LUuXbtgt9nE1Gps//n405cMj3n7MsxOPf+ixUZ97IE54QQQgjx6IO6sa+HFEWhVKlS2bbN/GVnZ0fp0qV58803DdI0dejQoTBe5mN79dVXDa737dtn9OyWzKvjr127ZtE4mdt7eHjg7u5uUR8i/8VtN34MyMXi4FgqmfY1I6k2fyzRo1/kdEtX2ienQdUujzVmSpqOH7ZcNFqnUasY9UL2OzOEEEIUnLffftvgWfqKFSuYOXNmtvfEx8fTv39/4uLi9GW1a9emWbNmJu954YUXDK4//fTTHM+imzZtGr/++mu2bYR42hXpAJ2iKHn2JYQQRdqJFXDwJ4MiBRjv6ckpW1tUisLIP3SUijLdhU+NaJz9M+x6i4uABS/BJcvP7vQoFkjQ4iXYZniw49atK34TJuQYnLt2N54uM/dwMtx0znGNWsW33WowpHkZWXQhhBBCCCD7z3/mtsvp6+H7jooVK9K1a9fCeJmPzcfHxyBQptPpuHLlSpZ2mdM/XrxoPKBiyuXLlw2uK1eubNH9Iv9pY2KIP3TYaN3hsmqaJySAxhbbqh2pP+h7Bny1jxYjzkCpJrkec9mBMF77aR/hD4ynTO1Sy59SXpKuUQhROG7cuMHVq1ezfEVERBi0S0tLM9ru6tWrBufVPg2Cg4MZPXq0QdmwYcMYOXKkPmV2Rnv37qVZs2YGqXhtbW2ZO3dutuP06NHDYDfwoUOHeOWVV7h5M+uRJ9evX2fAgAGMHDkSQBYAiWdakU1xaewDhhBCPJUiQ+HPUVmKF7s486dz+ofbV//VUfeC6cUGrqUT8KhgZGtdSiysHQYjjoC1Xdb6bFh5eBCwcAFhISHYB9ei2KfjcgzOnQqPJmTBAe7EpZhsY2+tYcbrtWhR4fHSGgkhhBDi6ZPxaIP8oCgKderUYfny5Wadi1JUZZ77w7NlMqpatarB9YkTJ0hISMDBwbxzwXbv3p1tf6Lwxe/ejUprPPf9iTLwfmISlGsDthnSO9nk/ly4pFQtUzadJzLWeCp8a42KEc/L7jkhROFp3LixWTvGw8PDKV26tNG6vn37snDhwjyeWeGaNGkSR48eZevWrUD6+6Fp06Yxc+ZMnnvuOUqUKEFSUhKnT5/OsqBHrVbz448/UrNmzWzHcHJy4osvvmDYsGH6snXr1hEYGMhzzz1HQEAAycnJXL58mePHj+vf77322mtYW1uzaNGivH3RQjwhimyALjAwsLCnIIQQ+S8pBlb0htQEg+Ld9nZM9nADoOlJHZ32mn5QZV+zKsUaXEV1/0HWSmtH6LEUrcaa/Tf30LB4Q4umZ+XpSeDPP6N2cjIZnDt6V8WeDRdpH1ySwUsOE59i4oA8wN3BmvkhdQkOkNVRQgghhDDUtGlTkzvr//33XyA9gFevXj3s7MxbeKRSqbC1tcXNzY1KlSrRokULmjTJ/e6hoiApKSnL6n5fX98s7fz8/KhevTonTqSnPE9LS2PXrl20bt3arHG2b99ucN22bdvcTVjkm7hMf0YP3XEBX+dkHBMVqNg+z8ZbfvC6yeAcQPc6JSnpkfsAoBBCiPxhY2PD+vXrGThwIIsXL9aXp6WlZVmQk5GzszMzZ87Mkl7blCFDhhAaGsr06dOzjGFsnN69ezNv3jwGDhxowasR4ulSZAN0Qgjx1FOU9N1tdw1XJ12zsuJdby90KhUVbii8uV5nsgvrEiUoMWM2ajvg114QtudRpUoD3RehK16TCXvHs/rCat6t8y59qvSxaJqabA4s33ZTxdprahRusfLoLXTZLHgv4W7P4v71CPIu+ge0CiGEEKLgZQ4IZaRWq/XBu+XLlxMQEFBAsyp6tmzZgk736P2hg4MD/v7+Rtt26tRJH6ADWLBggVkBurNnz7J//379taOjo9mBPVEwFK2WGBN/Zw6XUdE8MRFUaqiQN4HVpFQt07ddMFlvo1Ez/PmyeTKWEEKIvGdjY8OiRYsYOHAgEyZMYPv27aSmphpt6+3tTbdu3Rg9ejSenp5mj6FSqfjxxx9p2LAhn3zyCZcuXTLarnbt2rz77rv06NEjV69FiKeJBOiEEKKw7J0OZ/4wKIpTqRjp602sRo33A4V3ftNibWJDmtrRkZIzZ2Dl4ZFe0HsNrBkEoWvTrzv8gFK2JV/sn8TqC6sB+ObQNyRrkxlY/fFWJ2l1CquvqPk34tGuuuyCc5X8XFjUry4+Lpal2RRCCCGEeCjjGXLPKp1Ox8SJEw3KXnzxRWxsbIy279WrF5999hna/9Igrl69mgsXLlCuXPZpCL/66iuD6+7du5u9a1EUjMTjx1GiY4zWHSmr4quERAhoCI5eeTLesgNhRMWaTmP/2nMB+Lna58lYQgiRW1evXi3sKRhVqlSpPEvh/bh9NW7cmI0bNxIbG8vOnTsJDw/nzp072Nra4u3tTaVKlahZsyZxcXG5HuO1117jtdde4+TJkxw6dIjbt29jZWWFv78/NWrUoGLFigbtFy5caHZa0ZCQEEJCQnI9NyGKGgnQCSFEYbi2BzZ9YlCkAz7w8eKyjTV2yQrvr9LimmD8dtRq/L+fjG3GhyvWdtB1AfzzP3DwRKnZi+8Ofcev5341uHXv8in4//IvL05ajDqHM+WMSUrV8u6aMwbBuew0CPJkdp/auNg9uee8CCGEEKJwjRs3Tv+9m5tb4U0kj0ybNo2uXbvi5+dn9j2pqakMGjTIYGcbYHDWS2blypWjb9++zJ8/H4CUlBRCQkLYsmWLyYDb2rVrDR6S2djYGPz/F0VD3LbtRsuTrSC1WBp+t7VQKe/SW649dtNkna2VmqEtyuTZWEIIIfKfs7MzL730ktE6rYnzTS1VrVo1qlWrlid9CfG0svzJrBBCiMcTGwkrQ0AxfMPzo7sr/zrYo9IpjPpDR8Bt0134vv8eTk2bZq1Qa+DFL6Hpu/x47EcWhRoeslv3nI631+go/fthNnzYO1erri5ExvHvhbtmtW1X3Y+F/etKcE4IIYQQj2XcuHH6L5ds0m8/KebNm0eZMmV4/fXX+fPPP4mNjTXZNjExkWXLlhEcHJxldXnv3r15/vnnsx1r/PjxuLs/Ov93z549tGzZkrNnzxq0S05OZtq0aXTr1s2gfMyYMXJGfBEUs22r0fKTpVQ0Sk1Mv6hg/MFrbrSo4G2yrm/DUvg4yw5LIYQQQghLFekddDqdjlOnTnH8+HHCwsK4ffs2iYmJqFQq7O3t8fb2JjAwkBo1alClSpVnPt2JEOIJoE2DVf0hLtKgeIOjAz+5uQLQa7uO2hdNB87cunXDvU8258j997vQw87DoPi5szpGrdVh9d+RJaXXHuG231S8R42y6PdnkLcjQV6OnIuKz7ZdSMNSfNK+Mmq1/G4WQgghhMgsMTGRn3/+mZ9//hmVSkXZsmUpVaoUbm5u2NjYEBsby7Vr1wgNDTV6Rkz79u356aefchynRIkSrF69mjZt2pCSkp6icPfu3VSuXJnatWsTFBREdHQ0R44c4fZtwxVi7du3z5JSUxS+lBvhpF40fq7P4bIwMCERilUH97wJrEYnpjJv1xWjdfbWGt5sGpQn4wghhBBCPGuKZIDu33//Zc6cOaxfv57o6Giz7nF3d6ddu3YMHDiQxo0b5/MMhRAil7ZOgGu7DIrO2FjzsVd6MK3FcR0d9psOzjnUq0exj8eaFVDrVakXthpbJuydQL2zWt76XYcmU9d3Z81GpdbgPXKEWdOPikmi/6KDOQbn3nuxAkOalZGFE0IIIYQoUA8XdD5p56UpisKFCxe4cOFCjm3t7e0ZO3Ys7777LtbW5mUpaN68OWvWrCEkJEQfhFMUhUOHDnHo0CGj9/Ts2ZOffvoJjUZj/gsRBSJu+3aTdR32KVwt44J1k0DK6nS5Smmf2bxdV4hJSjNa179xKTydbB97DCGEEEKIZ1GRSnEZGhpKixYteP755/n111958OABiqKY9XXv3j2WLl1Ks2bNaNmyJefPny/slyOEEIbO/Am7pxoU3VWrGeXrTZJaTaUwhYEbdCZvtw4IwH/qFFQ2NmYP2bV8V76s/D4j/swanHvozowZxO3cZbwyg/ORsXSasYdT4cYPowfQqFV807U6Q5uXleCcEEIIIfJVVFQUU6ZMoWvXrgQGBmJvb4+TkxOOjo7Y29sTGBhI165dmTJlClFRUYU9XQM//fQTY8eOpUGDBtjamhfcqFixIhMnTuT8+fP873//Mzs499BLL73EqVOnGDx4sEHKy8zq16/PqlWr+OWXX3B0dLRoDFEwYrdvM1nn9wCCDtugnXKYnY2rsGzBq3DP+O43c9yPT2G+id1zzrZWDGwiu+eEEEIIIXKryOygW7FiBf379ycxMVF/JpKxh7vm1G3dupXatWuzcOFCunTpko+zFkIIM929BL8PNShKBUb7enHLygqf+wpjVmv16SczU1vrKNmnKlZubhYP/VLdXux47zoeXywyGqTz6NcPx8aNsu1jz8U7vLn0MLEmVs5CenqbGb1q0aKij8VzFEIIIYQw1+3bt3nnnXdYvny5PvVj5nN1k5OTuX79Ojdu3GDNmjV88MEH9OjRg2+++QYfn8J/r1K3bl3q1q3LxIkTSU1N5cyZM1y+fJnw8HDi4uJITU3FyckJFxcXSpUqRXBwcLZBNXP5+Pgwc+ZMpk6dyu7du7l27RoRERE4Ojri7+9PcHAwpUuXzoNXKPKLLj6e+P37MWcpnF0inIo5ACdXQbN3czXenJ2XiUs2/hngjSalcXMwf/GgEEIIIYQwVCQCdCtXruS1115Dp0t/Mv0w+JYxGOft7Y27uzvu7u7odDoePHjA/fv3DXLkZ7wvPj6enj17snz5cjp16lTAr0gIITJISYDlvSHZcOfZl57uHLGzwz5J4f1VWlwSTdyvUvBveB/bi3Ph93h4+QewsuyDcNM+H3DduRRxYz8DrVZf7vFGf3zeeSfb3W6/Hb7BB6tPkKrN5lw8eysW9KtHcMDjPzgSQgghhDDl77//JiQkhLt37xp8XszuvYyiKKSkpLB06VL+/vtvFi9eTNu2bQtqyjmytramevXqVK9evcDGtLGxoUWLFgU2nsg78Xv3oko1vWguo4PlVbROioeqnXM11p24ZBbuvmq0ztXemv6NJZgrhBBCCPE4Cj1Ad+7cOfr164dOpzMIsLm6utKvXz9atWpF/fr1Ta4WvHv3Lvv27WPTpk0sXLiQmJgYfT9paWn07duXqlWrUq5cuQJ7TUIIoaco8NfbEHXaoHiFsxMrXJxR6xTeWquj5B3TXfgGR+Pkl5x+cXwZxEZA98Vg52LRVEp2epVoG2duvvse6HR4DngD7zFjTD7QUhSFH7Zc5PvN2acM9rBVWNCnBjUkOCeEEEKIfPTnn3/SrVs3UlJSgPTA3MMjDwDs7OxwdXUFIDo6mqSkJP29D9vevXuXTp06sWrVKtq3b1/wL0KIxxSbzflzmR0vD2+6VQDPMrkaa9b2SySmao3WDWoahIudZWlWhRBCCCGEoUI/g2748OEkJCToPzCpVCrGjRvH9evXmTx5Mm3bts02lYenpyft2rVjypQpXL9+nY8//tjgYXNcXBwjRowoiJcihBBZHV4AJ341KDpkZ8sXnum/13pv1RF8OZudaWXjcS+XYFh4eRssfAlSk4zflA3Xdu0o/vXXeA4aZDQ4F5+cxqDFh9hxPop3V53IMThX0lHh7apaSns6WDwXIYQQQghz3bhxg169epGSkqJ//6JSqejcuTOrVq3i+vXrJCQkcOvWLW7dukVCQgLXr19n1apVdOrUSb/LTqVSkZKSwmuvvUZ4eHghvyohLKPodERv22q8LtN1rB0U80rEumrXXI0VFZPEkn3XjNZ5OtoQ0rBUrvoVQgghhBCPFOoOut27d7NlyxZ9cM7Z2ZnVq1fzwgsv5Ko/Z2dnxo8fT5MmTejcuTPx8fEoisKmTZvYs2cPDRs2zONXIIQQ2Qg/DOvfNyi6aaVhtI8XaSoVLxzV0e6g6eCcg28yxWpFY3SDW6UOHLhzAn9nf/yd/C2almv7dkC7LOVRsUn0X3iQU+ExbDkbhVZnem4AVd119Cmnw1Zj0fBCCCGEEBZ77733iIuL0392rFixIkuXLqVWrVom7/H396dz58507tyZw4cP8/rrr3Pu3DkA4uPjee+99/j5558L6iUI8diSTp+Gu/eN1s18SUWb6ESsr9lR4sbD9JYJUMXyIz+SUrXM2H6J5DTjB2QPblYGR9tCT8gkhBBCCPHEK9QddDNmzADQ75ybPXt2roNzGbVs2ZLZs2fr+wWYOXPmY/crhBBmS7gHK/qCNuVRkUrFKB9v7ms0VLmm442Nxj/wAtiUKkWJyd+gsrHPWlk7hIPlmzNsyzBCNoRwLcb4ylZLXLodR+cZezgVnn5OXk7BudfqFOeNChKcE0IIIUT+i42NZc2aNfrgXNmyZdm5c2e2wbnMateuzY4dOyhbtqy+nzVr1hAXF5ePMxcib8Vt2260PFUDcaXTaF/yHm1mTcNrzRyKdaxP/Uo9wK2kRWPEJqXS6MutLN571Wi9t7Mtr9cPtHDmQgghhBDCmEIL0CUnJ/Pnn3/q04x06dKFV199Nc/679mzJ126dNGfSfDHH3/ozyoQQoh8pdPB6oEQfV1fpAAfe3lw1taGYvcUxqzWYWUiPqd2caHEzBloaneBkL/AwfNRZfm2HKvbm2Fbh5OkTSIiPoJ+G/pxKfxUrqd76Oo9uszcw437iTm2ValgbLtKvN8qCLXxo+uEEEIIIfLU9u3bSU5O1i/AnDlzJp6enjnfmIm3tzczZszQn1mXnJzMtm3b8nq6QuSbB9u2GC0/HaCiUVoi2LpAqab4VmpCl17zse7wg8VjLNx9lbvxKZharzeseRnsbWSVnhBCCCFEXii0AN2+ffuIi4vTfzgaPXp0no8xZswY/fdxcXHs3bs3z8cQQogsdnwDFzcbFM11dWGjkyMOSQrvr9TiZOr4OI2GElOnYFu6dPp1iTrwxiZwLwX+dTjd4l2GbB1BYtqjYFrl/ZHc6dCds/s35Gq6f5+M4EFCao7tbK3UzHitFgOaBGU5u04IIYQQIr/cuHFD/31AQMBjZV1p2bIlgYGPdv9cv349m9ZCFB2pkZGknTlntO5wWRXNExKhXGuwssn1GDFJqcz+95LJej9XO16tF5Dr/oUQQgghhKFCC9A9DJapVCoqVapE/fr183yM+vXrU7ly5SxjCiFEvrm4GbZ/YVC03d6eae6uqHUKb6/R4X/P9O3FPh6LY4MGhoWeZeCNTVxs9yWDto8kLvVRKqbmJ3QMWafDJV4hZvBorh3ZYfGUS3s5klO4zcPRhl8G1qdtNT+L+xdCCCGEeBwxMekpuFUqFdWqVXvs/qpXr67/XlJciidF3L//mqy7WUpLmdRUqNT+scZYsOsqcSlak/XDny+LnbXsnhNCCCGEyCuFFqA7ffq0/vtGjRrl2ziNGzc2OqYQQuS5B2Hw2wDSE1qmu2RtxQc+nigqFX0366hx1fTZbu6vv467qVS/Tj74elWktGtpfVGL4zoGr9Ppf5E7JyokD/uApPPnzZquTqfw5fqzfLz2FNmdOFfay5HVQxpSO9DdrH6FEEIIIfKSn9+jBUJOTk6P3Z+jo6P+e19f38fuT4iCELN1q9HyMG+oYZ2ISmMLZVvluv/oxFTm7DC9e664mx3dalt2np0QQgghhMheoQXoLl169Mbvueeey7dxMvadcUwhhMhTacmwoi8k3tcXRatVjPT1Jl6tpvVhHW0Pmw6DOTZqhO8H72c7hLONM7Nbzaa2b22eP6ZjyN+6LL/EtffvExbSL8cgXVKqllHLjzErmxQ2AHUC3fltSENKeTlm204IIYQQIr9kTEkZHh7+2P1l7CNj30IUVbqkJOJNZAQ6XFZFi4REKNMCbHMfwL56Jx6tYvrzylsty2NjVWiPkIQQQgghnkqF9u4qMjJS/31+fijK2HdERES+jSOEeMZt+BBuHtFfpgHv+ngRZm1NtSs6+m3SmbzVJigI/+8no7KyynEYR2tHZrwwg9ZhbibbaO/dI37PHpP19+NT6D1vP38ev5ntWO2q+bF0wHN4OOb+HAshhBBCiMfVqFEjvL29URSF/fv38+DBg1z39eDBA/bt24dKpcLT09Mg44oQRVXC/v2oklOM1p0tDcFJyVCx3WON4WCjITnN+GeWAA8HOgf7P1b/QgghhBAiq0IL0N29e1f/vZubW76N87BvRVG4dy+bg5+EECK3jv8Kh+YZFH3v4cZee3v87iq8/bsOjYnFqBoXJ0rOnIHGxcXs4RysHXh+yXquVfY0Wu/91lt4hoQYrQu7m0CXmXs4ePW+0fqH3mwaxLSewXLGhBBCCCEKnZWVFb179wYgNTWVCRMm5Lqv8ePHk5qaCsDrr7+OlRkLpIQobLHbthsvtwM/9ySsVWqo8NJjjTFl8wVMbaB7u1U5rDSye04IIYQQIq8V2jus5ORk/ff5GaBzdXXVf5+UlJRv4wghnlGRp+HPtwyK/nByZLGrC46JCu+v1OJk6lePSsG/fiQ2qRcsHtbewYUWSzdg37CBQbn322/jNfhNgzLlv0/aR8Pu02nGbi7fiTfZr1oFE1+pyocvVUKtVlk8LyGEEEKI/PDxxx8TEBCAoij88MMPzJw50+I+Zs6cyQ8//ABAyZIl+eSTT/J6mkLkOUVReLBts9G6k6VUNE9KhIAG4OiV6zFCb8aw7uQto3VlvB3pUEN2zwkhhBBC5IciEaCztrbOt3Eyroh8uFJSCCHyRFI0LO8NaYn6ohO2Noz39ECjVRi9RkfxbDaqFasTjaNHNPzSA479YvHwtg5OBMyYgWPDhgB4jxmN15uDDNrsvniHXnP3s/ZYOD1/2sfdeOOpcSA9rc3cvnXoXV/OYhFCCCFE0eLq6srGjRsJCAhAp9MxfPhwunbtyunTp3O89/Tp03Tp0oXhw4ejKAoBAQH8888/+bpQVIi8knzuHETeMVr33DkFZbMLW8/Ecz8s578Lpny/2fT51W+3Ko9GFu4JIYQQQuQLyechhBC5oSiwdhjcu6QvitJoeMvHixQVDNyoo9o104ese1SIw71MQvqFLg1+HwIxN6HJGFCZ/wFYbWdHiRnTidu6FZeXDNParDl6g/dWnSBVq7Dn0l0TPaTzdrZlft+6VCvhmm07IYQQQojCsHjxYgBGjhzJ559/zv3791mzZg1r1qyhWrVqPPfcc5QvXx4XFxdUKhXR0dGcP3+effv2cerUKSB9J5KHhwcjR45k//797N+/36yx+/Tpk2+vS4icxG3fbrJOo0Dpa2q4FsWFTV25/HZJXu04H1xLmN3/iRsP2BQaabSuYjFnXqrqZ+mUhRBCCCGEmSRAJ4QQubH3Rzjzp/4yWQVv+3hx28qKFw/paHXUdHDO0S8JnxoxWcrjzv7Jb27u9K7WD7XK/A3Oajs7g+CcoijM2H6Jb/45Z9b95XycWNCvLiXcHcweUwghhBCiIIWEhKDKsIhJpVLp03ifOHGCkydPGr1PyXColkql4v79+7z77rsWjS0BOlGY7m3ZZFa7o0EqakeeBXsPi/qfvCn73XOS9l4IIYQQIv9IgE4IISx1dTdsGqe/VIAJnh6csLOlxiUdIZt1Jm+18bbHv+EtMsffEjxKM7R4cY4encKVuOt80uATi4J0D2l1CuP+OMXSfWFmtW8Q5Mms3rVxtc+/VMNCCCGEEHlFURR9oE6VKetAxmDcw/rMbYy1M+ZhANDY/UIUlLS7d0k7dQZzfgpDyysMLN0KbMxfdHf42n22n7tttK6avyutK/ua3ZcQQgghhLBcoQboHn7Y2bdvH1evXs2XMSIiIvKlXyHEMyo2Alb1A0WrL1rq4swfzk7431F4e60OtYlnPhp3d0ouXYbmzGzYN11fnuTgxYigyhy9m77y+7cLv+FzLIyBb0zH2tbeoulFJ6ay5UyUWW07B/vzZZfq2FgV2nGkQgghhBBmexhYMyfAZkm7vL5XiLwSt2MnKjN+FhNswN87EXW1rhb1P3mT6Ywbo1uVlwC1EEIIIUQ+K/QddIqi0LNnz3wdI2P6EyGEyDVtKqzsB3GPzmjYY2fHtx5uOCUovL9Si0OyiXutrSkx7QdsAgMhcBK4FIeNH5Fi7cBbletx4O6jtEztDuhosWUvG3e3o9WCddjYmB+ku5+Qgjm/7Ua+UI63W5aTD91CCCGEeCIsWLCgsKcgRIGL3rrZaHmaGqwyJO04XE5FK0UFZZ43q9/78Snsu3yX3ReNn1MdHOBG8wreFs9XCCGEEEJYptADdAURPJMH0EKIPLFlPITt0V+GWVnxro8nKh2MWaOl2APTt/qNH49DnTqPChoOBxc/Pry6ht13j+uL2x3Q0XdL+qftoMO32D6gE63m/4XKKudf1weu3GPg4kNEJ6aabGOlVjGpczW61ymZY39CCCGEEEVF3759C3sKQhQoJSWFuF27MJbrYn1tFdX8YtHecsftfCqh5RQGlGkLVrZm9T192wXm7bpqsn5MqwryHEUIIYQQogAUeoAOJIAmhHgChP4Be6bpL+NUKkb6ehGjVvPmeh1VsjnyzeON/rh17pS1omoXOrp5s33b26ToUnh5v47eWw3Pryt54Bo333uf4l9/lW2Q7o/jN3lnxXFStKbPv3O2tWLm67VpXM7L9GSFEEIIIYQQhS7h0CHUicbTc1wIUnhHFYP685XoitehzIX1qD3LmtVvVGwSi/ZeM5l1o15pDxqV9czlrIUQQgghhCUKLUAXEBAggTkhxJPhzkX4faj+Ugd86O3JJRsb2h3Q8cJx07uAnVq0wGf0aJP1TUs0ZXrL6fz1xWB6bU0z2ibm779Bo0kP0mX6vakoCjP/vcTXG0yfHwFQ3NWO+f3qUrGYS7bthBBCCCGEEIUvZts2o+UJtlDcIwl1ig+UqIdarcav0stm9ztr+yVStaY/v4yRs+eEEEIIIQpMoQXorl69WlhDCyGE+VLiYUVvSInVF013c2W7owPBF7PueMvItnx5in/zDSqNJtsh6vvVx/aVD0nc/in2KcbbONQKzvJBOU2r4+O1p1h24Hq2/Vf2c2FBv7r4uthl204IIYQQQghR+BRF4f6WjRgLkx0LUtEsOREq9QC1sQSYpkXFJLF47zWT9Q2CPHkuSHbPCSGEEEIUFMvezQkhxLNEUeCvtyEqVF/0j4M9c9xdKXlbYdRaHWoTi081np6UnDkDjZOjWUMFP98D66kTSbLN+jG82Kef4t6z539TUlAUhbjkNN5YdCjH4FzzCt6sGNxAgnNCCCGEEEI8IVIuX0Z1M8po3fEyUD8xCSqav2vuoRnbL5KmM7177t0XK1jcpxBCCCGEyD0J0AkhhCmH5sOJ5frLszbWfOztiXOCwvsrtTiY2O2m0kCJ777A2t/fouGqtehKmfmLUDs46MuKjR+P+6s9AEhJ0zFm5XG+3XiO7rP28u/529n299pzAcztUwcn2yJx3KgQQgghhBDCDHHbtxst16nApngKDjbOULqpxf1ml9qyWXlvagW4W9ynEEI8aV599VVUKpXBV6lSpfJ1zKtXr2YZsyj0JYQofPLUVgghjLlxGDZ8oL+8p1YzysebVJ2KD37T4hNt+la/OvdxOPoBVF4JLsUtGtaldl2s5v7E9YGD8Pngfdy7dQMgNimVIUuPsOviHbP6ef/FigxuFiRv1IQQQgjx1EpOTubkyZNERkYSExNDamqqxX306dMnH2YmxOO5s/kfo+Xn/eE5JQHKvQhWNhb1qdMpHLp632T9O61l95wQ4un3xx9/sHz58pwbCiFEAZEAnRBCZBZ/F1b2BW36FrlUYIyPFzetNAxZp6PSDdO3elaKxbV0IkSegrmt4PXfwKeiRcM71KpFmU0bsfLwACAyJomQBQc5cysmx3ttNGq+7V6DDjUsCwwKIYQQQjwJFEVhyZIlzJs3j71796LVah+rPwnQiaJG++AB2uOnjJ4/d7ismpEJSVCxvcX9rjt5i3ORsUbrWlbyoVoJV4v7FEKIJ8mDBw8YMmRIYU9DCCEMSIBOCCEy0mlh9QCIfnS221ee7hyyt+PlfTpanDSdFsbJPxHv6hk+9Mbc4JdVXajSeRE1itWxaBoPg3MXImPpO/8AN6OTcrzH1d6an/rUoV5pD4vGEkIIIYR4Ely5coUePXpw+PBhID1YlxsqlQpFUSTTgCiS4nbtRmXinLiYgFR8tFZQrpVFfWp1ClM2nzdZP0Z2zwkhngFjxozh5s2bADg7OxMba3zRghBCFCQ5g04IITL692u4tFV/udLZkeUuztS+oKPXNp3J22zdUvGv/4CMz3l+dXHhC0c1g7YM41DEoVxNJ/RWjFnBuZIe9qwe2lCCc0IIIYR4Kt26dYvmzZtz+PBhfWAutwG23Ab2hCgI97duNFr+wBEq2yZCUHOwdbaoz7XHwrl0O95oXbvqflTyc7F0mkII8UTZvHkz8+fPB8DKyooJEyYU8oyEECKd7KATQoiHLmyCf7/SXx62tWWSpwcBUQqj1upMrmjQeLhRsl0i6tTb+rI1To587ukGQEJqPP988gbKi0Op2/lNs6eTkqbj33O3c2xXo6Qb8/rWwcvJ1uy+hRBCCCGeJG+//TbXr19HpVLpd8AFBQXRqlUrypUrh6urK1ZW8vFWPNmUtDTiduxEY6TOLR6Cf3ZiXflzFFNPpGa3D9BYWefYZ6pWx9QtF4zWqVXwdstyjzlrIYQo2uLj4xk4cKD+evTo0dSsWbPwJiSEEBnIJxghhAB4EAarBwLpK6pvaTSM9vXCMQHeX6nFLtX4bSobG0rOmIl1uRLwS3cIP8xfjg6M8/ZMb6Ao9Niho/MeLam7p7APLfU7D81xOtGJqQxecpi9l+9m2651ZV+mvhqMvY2xj/FCCCGEEE++qKgoVq1apQ/MOTk5MW/ePLp161bYUxMiTyUePYomLtFkvUsCuBxLYU/yMhxTdlGx7z859rn6yA2u3U0wWtexpj9lfSzbjSeEEE+aDz/8kKtXrwIQFBTEp59+yv79+wt3UkII8R8J0AkhRFoyrOgDifcBSFSpGOXrTayi5pPftHjHmL7V7/PPsX+48qrvnxxZ0YOx2jAUFFAUXt2ho/Oe9KCftRbsP55GmJM/Aa07muzzxv0E+i04yIWouGyn3a9RKca2q4xGLeenCCGEEOLptW3bNnS69FTjKpWKn3/+mZdffrmQZyVE3oveujXnRsClsjr6B7TIsV1Kmo4ftlw0WqdRqxj1guyeE0I83fbs2cP06dP117Nnz8be3r4QZ1R0xMbGsnv3bsLDw7l9+za2trb4+PhQqVIlqlevXtjTyzWdTseBAwe4fPkyERERJCcnExgYyGuvvWbynvv373Ps2DEuXLhAdHQ0ycnJ2Nvb4+bmRmBgIJUqVcLf378AX4V4lkiATgghNnwAN48C6fvnPvHy4IyNNcP+0lEh3PRtnkMG4/py+0cFNo5U67GS1rs/Zv3VDfT8V0envYZnnNhoIeGdT4ib4YVT40ZZ+jx5I5r+iw5yOzbZ5LgqFXzcrjL9G5e26GUKIYQQQjyJbt68CaQH58qWLSvBOfHUurt1o9H0lhklWYO/TwKqal1y7G/5oeuEPzC+I69LLX9KeTnmYpZCCPFkSE5Opn///vpFPn379qVly5aFPKvCt2fPHiZMmMDWrVtJTTWeLsrHx4fu3bvz9ttv4+HhYVa/Gc8GbtasGdu3bzd7TiEhISxatEh/feXKFUqVKmW07cKFC+nXr5/+esGCBYSEhJCYmMjEiRNZtGiR/r3jQ66urkYDdNu2bePLL79ky5YtaLXabOfo7+9P27ZtGT58ODVq1DD7tQmRE1NHKgkhxLPh2DI4NF9/Oc/VhQ1OjnTcp9DslGLyNufWrfEeMSJLubW1PV80/YphsfWyBOceUlJSuDFyJGn37hmUbzkTSffZe7MNztlZq5n1em0JzgkhhBDimZGSkqL//kle0S1EdlLCwtBcu5lju6NlVLRy8Qev7He//X40nGkmzp6z1qgY8bzsnhNCPN0+/fRTzp07B4C3tzffffddIc+ocKWmpvLGG2/QqFEj/vnnH5PBOUhPL/7jjz8SHBzM+vXrC3CWuXPmzBlq1arFF198kSU4Z4yiKIwaNYrnn3+ejRs35hicAwgPD2fu3LmsXLkyL6YshJ7soBNCPLsiTsFfb+sv/7W34wd3V+qe09Fru87kbXaVK1P8yy9QqY2vcdCoNQwc9hN/h75C2W1GUsqo1fhNnICVhwc6nYJarWLJvmuMW3sKnemYIJ6ONsztW4fgAHezX6IQQgghxJPOx8dH/72VlXyEFU+n2G3bTdYla8D2v2eHl8vq6Fc5+/MXr99LYPSKYyY/W3SvU5KSHg65nKkQT440XRqRCZGFPY18p9VqiU+I11/HqGLQaArunHpfB1+s1EXr3+cjR47w7bff6q+nTJmCp6dnIc6ocKWmptKuXTs2bdpkUG5lZUXdunUpWbIkiYmJhIaGcunSJX19TEwMvXv3Jjk5mZCQkAKetXnu3btH+/btuXz5MgA2NjbUrVsXf39/UlJSuHz5MmFhYQb3TJo0iR9++MGgzMrKiurVqxMYGIijoyOJiYncv3+fs2fPmhX0EyK3itZvTyGEKChJ0bCiN6Slp3y5bG3F+z5eBEbCiD9NB+esvL0pMWM6aofsP9Bq1Bra/fg7/4zoQqmt5zJUaPD/5mtcXnqJkzeiGb3iKMEB7qw4dCPb/oK8HVkYUo8AT/kgLYQQQohnS61atfTfX79+vRBnIkT+ub35b6PlF/0gtXU0XvEViD5zj6Bi0aiqZp/e8vtN50wG52ys1Ax/vuzjTleIJ0JkQiQv/vZiYU/jqbehywb8nYrO+VxpaWn079+ftLQ0AF588cVszx97Fnz00UcGwTmVSsWQIUP49NNP8fb2Nmi7e/duhgwZwsmTJ4H0APCQIUOoVatWkcxk8OmnnxIbG4udnR2ffPIJI0aMwMnJyaDNlStX9N9HR0fz2Wef6a81Gg0ff/wxo0aNws3NzegYt27dYsOGDSxevNgglacQeUECdEKIZ4+iwO9D4V766ppotYqRvt5YJah4b5UWOxO7/FW2tpSYMR3rYsXMGkat0dBm2m9ETpjAg+Ur0oNz336DS9u2bD8XxZClh0lM1XEhKj7bfuqV8mBOn9q4OdhY9DKFEEIIIZ4GNWrUoEyZMly6dImDBw8SHR2Nq6trYU9LiDyjjYtDe+Sk0TNIjpRRMSo1Ebfh06BYVUiOA1snIy3TXbsbz5pjplf6v1YvAD9X+zyYtRBCFE1ffvklx48fB8DR0ZGZM2cW8oyMu3r1aq7uu3Ej+wXemR0/ftxgNyHA1KlTGWHk2BaARo0asXPnTlq1asXBgwcBSEpKYsCAARw4cCBXc85PsbGx2NjYsH79epo3b260TenSj46J+eeff0hKStJfjx07lnHjxmU7hp+fH/369aNfv34kJho/21WI3JIAnRDi2bPnBzj7FwBa4H1vL25ixbjftHjFmr6teJ8G2FetatFQao2GYuPGodJocKhXD5cXX2TFwet8sPpEtuksH3q5RnG+6VodO+uCS08hhBBCCFHUfPTRR/rV8F9++SVffPFFYU9JiDwTv3sPaq3xLB4JAam4uQaAb5X0gmyCcwCTN51HMfE5w1qjYmiLMo8zVSGEKNJCQ0MNdkdNnDiRUqVKFd6EspExaJSfJk+ejJLhH4YuXbqYDM495OTkxLx582jQoAHx8emLyg8ePMiOHTto2rRpvs43N8aOHWsyOJfZtWvXDK67du1q0Vj29rLIReQt4wcoCSHE0+rKTtj8qf5yirsbu+3tGPK3jvLZpJT2qhqDS+wv8Oco0KZZNKRKrabYJ5/g3KYNUzaf573fzAvODW1ehqk9akpwTgghhBDPvJCQEDp27IiiKHz77bcsX768sKckRJ65s2WD0fJ7TlDZMREqtgczUmpdvRPPH8dNf6jp26AUPs52uZ6nEEIUZTqdjjfeeIPk5GQAateuzciRIwt5VoUrOTk5y3umSZMmmXVvyZIl6devn0HZwoUL82pqecbBweGx/pyjoqLycDZCWE520BUSrVbLxYsXCQ0N5ebNm0RHR2Nra4u7uztlypShTp06ODo65umYqamp7N69m7CwMG7duoWTkxPFixcnODg4z1eTXLlyhWPHjnHz5k3i4uLw8/MjMDCQhg0bYm1tnWfjFORrEk+B2AhY1R+U9NWpfzo5sNDNhc67dTQONR0xcwlIxKtKHADXTvzM3AdHGdtjHba2LhYNr9Up/Hv+do7tNGoVEztW5bXnAizqXwghhBDiafbrr7/SrVs3/vrrL1577TW2bt3K+++/T1BQUGFPTYhcU7Ra4v/dYfThzOGyKjomJkKll83qy8FGg61GTVJa1t14Nho1Q5rL7jkhxNNr6tSp7Nu3DwArKyvmzp2LRvNsL3g+ePCgPmAJULduXcqXL2/2/a+++io//vij/nrXrl15Or+80KJFC4tSn1esWNHg+uH5fJnPrROioEiArgCFhYWxevVqNm/ezM6dO4mJiTHZVqPR0KpVK4YPH067du0ea9zbt28zbtw4li9fzr1794y2adiwIaNHj6ZLl+wPm87JqlWrmDx5Mnv37jVa7+HhQY8ePZgwYQJeXl65HqcgX5N4SmhTYWUIxKevjDllY8Onnp48d1bHqzuMp5MBsPNIwa/efVQquGGl4Q0/HyKVB0RsH8339b/CydXT7ClsCo0k9Kbpv/eQ/qF6eq9atKjgY3a/QgghhBDPAltbW/744w++/fZbPv30U+bOncvcuXMpW7YslSpVws3NDbXa/CQxKpWKefPm5eOMhchZ0smTWEUbP5P6RikdgbbuUKKuWX0t3R9mNDgH8Ebj0ng62eZ6nkIIUZRdvnyZsWPH6q9Hjx5NzZo1C29CZlBM5SPOwdWrV81Oj3no0CGD64YNG1o0VuXKlXF2diY2Nv08mAsXLhS5s4CDg4Mtav/CCy/g4+Oj3zm3b98+ypUrxxtvvEGnTp0IDg626P2kEI9LAnQF5LXXXmPZsmVmt9dqtWzYsIENGzbQvn175s6di6+vr8Xjrl+/npCQkBy36+7Zs4c9e/bQq1cvZs+ebfHuvbi4OAYOHMivv/6abbt79+4xc+ZMVq9ezaJFi2jTpo1F40DBvSbxlNn8KYSlB45va9SM8vXCPxKG/2k6OGdlr6VEk3uorSBCo2FAMV8iraxAUaiyaA/7JrfhuV/X4eye/d9NRVGYt+sKn/99xuR5EAC+LrbMD6lLleJF542OEEIIIURREh4eTmhoKFqtVv9g68KFC1y8eNGifhRFkQCdKBLub91itDzFCop7JUL5jqDOeQfI/fgU5u+6YrTOzlrNm81kp6l49vg6+LKhi/EUsk8TrVarPycMwNHRsUB3jvk6WP68Mi8pisLAgQNJSEgAICgoiE8//bRQ51RUZH52asnuOUhfzFS2bFmOHj1q0GdRCtD5+Fi2wN3BwYFZs2bRtWtXdLr0Z4IRERF8/vnnfP7557i5udGgQQMaNGhAkyZNqF+/PnZ2kh5a5B8J0BWQ8+fPGy339/enXLly+Pr6kpaWxuXLlzl+/Lj+FwTAX3/9RdOmTfn3338pVqyY2WNu376dV155hZSUFH2ZSqWiVq1aBAUF8eDBA44ePcqdO3f09T///DMxMTH8/vvvZq8W0Gq19OjRg7///tug3Nvbm+DgYFxdXbl06RJHjx7Vf4iOjIykY8eObN68mcaNGxe51ySeMqd/h73pW/JTgLd8vElN1PD+Ki22Jo6TU9nZUWLCAKyPjec2qQzw8yHc2gqVotD/Hx1tjipAPHt7tqPeL3/g5lHcaD9ancL4P0+zeO81o/UPVfB1ZkG/uhR3k8NmhRBCCCGM2bhxI927d9ev4laZcSaXEEXdnc0bMHYIxKlAFU1TzU9vOWfnZeKSjX+4GdysDG4ONo8xSyGeTFZqK/yd/At7GvlOq9USq8Tqr52dnJ+p1I4//fQTW7du1V/Pnj0be3t5tgJw//59g+vcBNZcXAyPdzGVyaywODs7W3xPp06d2LBhA0OHDs2yyOvBgwesX7+e9evXA+Dk5ESHDh146623qFvXvB3tQlhCohWFIDg4mGnTpnHx4kVu3LjBtm3b+PXXX1m1ahVHjhzh/+zdd3wUxf8/8Ncll0vvDQgkoQQITUInIEWq9FAFpEoRsDdA5QMI4ge/H1FEQVERUDrSpIPSew0lYCCVFtJIJe3u9vcHP87stdwlV1Jez8cjDzKzMztzyWbZ987uTGJiIqZMmSKqEx0djWHDhhn8+vP9+/cxePBg0UBWhw4dcPPmTVy8eBGbN2/GwYMHcf/+fSxdulS0Ltyff/4pei28JLNmzRINztnZ2WHZsmW4f/8+Dhw4gM2bN+PSpUu4ceMG2rdvrypXUFCAQYMG4dGjR+XuM1ElknoH2PkGAEAAsMDHC7dtZfhwqwJeObqr1Vi8GI79Z0B4dRs+9K+GBDs7SAQBk1SDc8/Uis/F9bEjoMjRnJbmaaEcU3+7WOLgXMd6PtgyrT0H54iIiIh0uHr1KiIiIpCVlaWKiQRBKPUXUXlQ9OgR7GLva912q46AFwQZULtTiftJzSnA6lPxWre5O9phYkfDpkIjIqqI5s6dq/q+T58+qFevHuLj4/V+JSUlifYhl8s1yhS//1hRqV/zmOLhpsrygFSPHj1w69YtbNu2Da+88orOmetycnKwfv16tGnTBhMnTkReXp6Fe0qVHd+gsxCJRIK+ffti3rx5aNWqld6yAQEB+PHHH/HCCy9gxowZqvyTJ09i06ZNeOWVV0psb+7cuaKnJMLDw3H48GGNV3Lt7e3x1ltvITAwEBEREar8JUuWYOrUqQgKCtLbTmxsLJYuXSrK27JlCwYOHKhRtlGjRvjrr7/QrVs31Rp1aWlpmD9/Pn744Ydy85moEinMBTaNAQqfPUm23s0FO12c8c4OJeol6a7m+87bcOvVEwAgqd0RH3f7BlPOfYbBu56gx1XNGzo+d1Nxb8oU1Fq5ErYuz6ZSTc7Ox6Q1F3HtfqbeLg5tWRNfDG4KO1s+L0FERESkyxtvvIG8vDxIJBIIggAHBweMHDkSPXr0QEhICNzd3SGVMryliiXryBGd25zdC2FbvycgLXnduB+OxiCvSKF125ROdeDmoO0dPSKiyqH4gMnevXsNXp+tuAcPHmjUu3LlSrlfx64kXl5eonRmpv57VNpkZWWJ0p6enmXqkzYKhfb/w8xNKpUiIiJCdf/47t27OHPmDE6dOoVDhw4hNjZWVP7XX39FRkYGtm3bZo3uUiXFO8IWsmXLFuzevbvEwbnipk+fjiFDhojyfvvttxLr3blzB2vWrFGlZTIZVq9erXe+3EGDBmHcuHGqdEFBAebPn19iW/Pnz0dRUZEqPX78eK2Dc885Ojpi9erVkMn+nV7jl19+0TjhqbPkZ6JKQhCAP98GUm4BAM462OP/vDwx9KQS7W/rfmrarV8/eE+dKsqrX7cXfmm/DC3jdJ8y869fR8HtW5ArlLibnI2I70+XODj3Xo/6+L+hzTg4R0RERKTHrVu3cPr0adUT26GhoYiKisLPP/+MESNGoEWLFqhbty6CgoKM/iKypqSDu3VuG7RVhr+WncGOLyKgzHqos1xyVj5+O6t9xg5vZxnGhweXtZtERFRBqa/PpmsJJl0EQUBMTIwoz9fXV2vZ4tOqyuU61pPRQX0qTmupV68exowZgx9++EG1XNPIkSNFZbZv347Dhw9bqYdUGfGusIUEBweXql7xN+gA4IieJ+yeW79+vejJg8GDByMkJKTEejNnzhSlN2/ejPz8fJ3l8/LysHXrVr370KZ+/foYNGiQKi2Xy7F+/Xq9dSz1magSufAzcH0LAOCeVIr3/XzQ9paAYSd1D845vNAM1T9fqPV1/bq1W6Dm6lV44q45j7tEJkONZcvwTbIzRqw8i8HLT+NBhu5X3u1sJVgy/AW81S2k0kwNQERERGQuz2ffEAQBEokEmzdv5uAaVXjKp08hXLqmt0yNx8D15CjYJJ7RWWb50RgUyJVat73euS6c7flmKRFRVaX+osjp06eNqn/r1i3RG3QhISHw8PDQWrb4WnUZGRlGtXPz5k2jyltK8+bNsX79ekyfPl2Uv337div1iCojDtCVc2FhYaJ0Xl5eiSc59ZPEhAkTDGorNDQUbdu2VaVzc3Nx8OBBneUPHDiAp0+fqtLt27dHw4YNDWpLvU8lvRpsqc9ElcT9i8D+2QCAXIkEb/n7wPexDabv0R64AoC0enXU+u472NjrnkImKLQNaq1ZjWyPf8tIZDL4f/stPn7oipXHY3Ep4Qmy8nU/KeTqIMWaCW0wuEXNUnwwIiIioqonOTkZwLNlA8LCwtC4cWMr94io7HLPnoOtjmkpnyu0BQJrFAH1e2vd/jAjD+vPJWrd5utqj1fbcSCbiCq/jIwMo9eiVX8BIigoSKNMRZ/eEng2QGdf7D7X+fPncefOHYPrb9q0SZTu2LGjzrLF39a7c+eOaMY1fW7duoX4+HiD+2QNr732migdFxdnpZ5QZcQBunJO2zoK+hYpTUpKQmRkpKh+hw4dDG6vS5cuovS+fft0lt2/f7/euvq8+OKLos925coVPH78WGtZS34mqgRy04DN4wBlEZQAPvb1Rnq+HT7aqoBMx7iZxMkJtVYsh1THa/rF1WrYCs037YTU3x8SmQyeS5Zi6m077L72qMS6AR6O+GNaOMLr+Rj5oYiIiIiqLldXV9X3hsyiQVQRJB/aU2KZyDoSdAtsB8icNbbdTsrCa2suoFCh/SHEGV3qwlGmOfsHERFVHQ4ODhg+fLgo79NPPzWo7oMHD7Bq1SpRXvGlhNS1aNFC9X1hYaHBL0h89tlnBpWzJvX78/Z6Hu4nMhYH6Mq5u3fvitJSqRQ+Prpv7t+4cUOUbtasGZydNS/mdQkPDxel9b1irN5W+/btDW7H2dkZTZs2NagtS34mquCUCmDbJCDrPgBghYc7Ttk54qOtCnjm6qgjkSDgy8VwMPDtTwCQBQUhaO0aOH61FK9eA87HlzxXdpMAN2yfHo76/q4lliUiIiKifwUEBKi+1/ewIlFFIQgCco4dL7Hc/boK1Gw2Suu2RXtu4dajbK3bqrs74JU2gWXqIxERVQ7vvvuuaHmVzZs3Y8WKFXrr5ObmYuLEicjJyVHltWzZEp07d9ZZp1u3bqL0vHnzSlyLbtmyZdi4caPeMqa2bt063Lp1y6g6a9euFaVDQ0NN2SWq4jhAV86pr/HWqlUr2Njo/rVFRUWJ0vXq1TOqvbp16+rdX3HqJzNztWXJz0QV3LHFQMzfAIBDTo740cMNb+xWoo72lzMBAL5hBXCt52B0U7KgIKTVfwGxqU9LLPtSQz9smtIefm7Gt0NERERU1RWPgYyZlomovMqPioIsXfvgWpLHs3+LbIHAAAVQr7tGmZsPM3H8TqrO/b/xUj042PHtOSIierZ80nvvvSfKmzFjBt566y2kpaVplD9z5gw6d+6M8+fPq/Ls7e3x888/621nxIgRonXoLl68iEGDBuHhw4caZe/du4dJkybhrbfeAgB4enoa9ZnKYsuWLWjcuDG6du2K77//Xu/0mikpKfjggw+wZMkSVZ6NjQ1effVVC/SUqgquFlyO5eTk4JdffhHlRURE6K2j/sZdYKBxT82pL7aelpaGJ0+eaJwo09PTkZ6eXqa21MvrCrYt9Zmogos++GyADsA/dnb4xNcbw48r0fYfQWcV9+Cn8AjJwJw949Ch6Tj07vQfg5t7lJmHj7dfh0Kpe/8A8Gq7QMzr3xhSWz4PQURERFQaNWvWRJcuXfD333/jxo0biImJ0XgIj6giSf9L+7Rfchvgn8G5qBPQH5fjE9G9+QuAneZDfov26H7y39tZhmEta5msr0REVPEtWrQIV65cwd9/P3uoXRAELFu2DCtWrEDbtm1Rs2ZN5Ofn4+bNmxr3YW1sbPDdd9+VuCafi4sLvvjiC8yYMUOVt2fPHgQFBaFt27YIDAxEQUEBYmNjERkZCUF4dj9t1KhRsLOzw5o1a0z7ofUQBAFHjx7F0aNH8cYbb8Db2xuNGzeGt7c3nJ2d8fTpU8TGxuL69etQKMTrxX788cdo1KiRxfpKlR8H6Mqx2bNnIykpSZX28PDApEmT9NbJyMgQpYsv0GkIFxcXODg4ID8/X5WXmZmpMZil3o6Tk5NR005q61tmZqbWcpb6TFSBPUkAtk1+9q2NDd7290XLKGDIad2DZ44+BfBrnYGFvl7Y4eKEP+9uhu0jGXqMmFVic1EPszBx9QUkZeXrLTf75YaY0qmOaCoBIiIiIjLexx9/rLqp9P7772PHjh3W7RBRGaQc3g9tq9dEBUrwovwpgvp8iCDPYK11bzzIxKkYzTcenvuwVwPIpHw4kIiI/iWTybBv3z5MnjxZNF2jXC7HqVOndNZzdXXFihUr8MorrxjUzrRp0xAVFYXvv/9eow1t7YwZMwa//PILJk+ebMSnMb20tDQcP65/6mmpVIo5c+bgP/8x/OF+IkNwgK6c2r59O7777jtR3ueffw4vLy+99YrPDQwAjo6ORrft6OgoGszKztacesNU7RSnrR1TtlXSZzJWcnIyUlJSjKqj/hRKTk4OsrKyytyXkuTm5upNV2jyfDhvGg3b/AwUAXjfzwdOj23x+l6Fzip2TnIEdHyCL3098YerC2yUAqbvVqJm1BrsT0hC+Ou6F6g9FfsEH2y7hdxCPfu3lWBR/wbo1cjXJMdaeVSpjymyCh5TZGo8psjUrHVMqV8LV1UvvfQSPvvsM/znP//Bn3/+iWnTpuHbb7+FnZ2dtbtGZBR5SgrsoxO1bouuI2C4ZwNAx+AcAHx9KFrnNj9XewxtWbOsXSQiokpIJpNhzZo1mDx5Mj777DMcPXoURUVFWsv6+vpi2LBheO+99+Dt7W1wGxKJBN999x3Cw8Pxn//8BzExMVrLtWzZEh9++CFGjBhRqs9SFkuXLkW3bt2wf/9+nDlzBk+ePNFb3s3NDREREZg5cybXniOz4ABdORQZGYmxY8eK8nr27Ilp06aVWFc9gHdwMH7NK0dHR9HJSdtNAVO1o2+fpm6rpM9krOXLl2P+/Pll2sf58+dFb0laSvF5pCu6FxJ/hVvadQDAl96eiCu0x6I/FJDpGj+zkyCgUzq+re6GDe6usFEKeHOXEh1uPXvbLmjVAWxNeQTvjpqLsZ95LMHmWBsoofuNOCepgMkN5JA9voEjeta+q2wq0zFF5QOPKTI1HlNkapY6phITtd/Ir4o+/fRTuLu748MPP8TKlStx7NgxfPDBB+jduzdq1Khh7e4RGSTz6FGd25xr5EMS2l9vfamt7lhk1ssNObU+EZEBunTpoppi0RKCg4NN1l5Z99WxY0ccPHgQ2dnZOHHiBB48eIDU1FTY29vD19cXoaGhaN68eZnunY4aNQqjRo3C9evXcfHiRaSkpEAqlSIgIAAvvPACGjZsKCq/evVqrF692qB9jx8/HuPHjy9134KCgvDmm2/izTffhCAIuHv3Lu7cuYPExERkZmaiqKgILi4uqmkvmzRpAplMVur2iErCAbpyJjExEX379hWdBIOCgvD777+Xapq8ylbH0m1R+VYr7QSC044AALa6OmO7gwsW/KaAx1Pt5QWJBI9GvYpbHsew2ukhbJQC3tqlRPgt8YVN+z+vId62Bgrbd3lWTwD23rPBwQf6g10fewFTQxXwM/4lTyIiIiLSo06dOqrv7ezsUFhYiNu3b6umRHJxcYGnpydsbAwfnJBIJDqf7CYyl4cHdmq9EXPfG2hl9xRo2Fdn3aiHWThwU/tTgNXdHTCweYCJeklERJWdq6sr+vTpo3Wb+rprpdW0aVM0bdrUJPsyB4lEgpCQEISEhFi7K1SFcYCuHElOTkaPHj3w4MEDVV61atVw6NAh+Pr6GrQPFxcXUTovL8/ofqjXUd+nJduxdFtUcbg9TcQL91YDAC7b22ORlyfe2aZEcLLuOql9XkZOo8awUYZiaNoK1NxzX2Nw7rngHfvx0MYZGa1bY32MDS6l6r/ZE+wiYHJDBVw4yxIRERGRycXHx0MikUAQBEgkEtUDeM+fIM/OzjZ6anE+xEeWpiwoAC5Eat0WWRd4094P8G+is/7Xh3VPb/lxn1DY2vCYJiIiIqpIOEBXTqSnp6N79+6Ijv73gtvHxweHDx82ahSfA3Rla8sY06dPx7Bhw4yqc/fuXQwaNEiVbtOmjUXmL87NzRVNw9SmTRs4OzubvV2zyc+Ey7o5sBGKkGRri3f9fTDsmIDWd3S/4u/Uvz9e+PQT1Y2Yl9ANR5I+AG6d0FpecHDA73m1kBjjhphUHa/k/X/dG3hj0YAGcLCzLf1nqmAq3TFFVsdjikyNxxSZmrWOqVu3bpm9jYpEfVCttINslpzWiui53PPnIS2Qa92mqFUE+9DBgI5j+tr9DByK0v72XMNqrujbtLrJ+klERERElsEBunIgMzMTPXv2xPXr11V5np6eOHToEBo3bmzUvtzd3UXplJQUo+rn5ORoDGZ5eHiU2M7Tp0+Rm5tr1E2K5GTxq07a2tHWlrk+k7H8/Pzg5+dXpn24uLjAzc2tzH0xlrOzs1XaNQlBAPa8DmQmIE8iwVv+vmh6U4JBZ5U6qzi1aoXAzxdCojZn9MBPV+KA3ZsI/PWwuAlHJ8zrMAnn7WsCJQzOTX6xNma/HAqbKv60aoU+pqhc4jFFpsZjikzNUscUZ354JjAwkG+8UYX38OAurfk5DkAD96dAw3466y45pPvtuXd71K/y8QgRERFRRcQBOivLzs5G7969cenSJVWem5sb9u/fj+bNmxu9P/W37RISEoyqr17ey8sLnp6eGuW8vb3h6emJJ0+eqPISExONehtMvS1dbwpa6jNRBXFqKfDPHggA5vp4QZlsh6n7dM+NbVezJgKWfasxOPdcr5nL8JfkHdRYdQAAoHR0wuy2E3HNJVBvN2wkwLwBjTG2fXBpPwkRERERGSg+Pt7aXSAqE0EQ8PTYCTho2Xa1jgSDbZyAWm201r2U8ARH/9H+oGrTAHf0bORvwp4SERERkaUYvoI2mVxubi769OmDs2fPqvJcXFywb98+tGmj/cK8JOoDZHfv3jWqfmxsrCjdqFEji7Wla3DPkp+Jyrm4E8Bf8wEAq9xdcVHuhA//UECq4+U5GxcX1PphBaQlDMh2++gb+M2cCYWjEz5oPRHXPIL1lne0s8XKMa04OEdERERERAYpuHMHDsmZ2jfKlLCv2Rmw0T5l/pJD/+jc73s96vPtUiIiIqIKigN0VpKXl4d+/frh5MmTqjwnJyfs2bMH4eHhpd5vkybiBaWvXbuGp0/1T9FX3KlTp/TuT9+2M2fOGNxObm4url27ZlBblvxMVI5lPQK2TgAEJY47OmClkztmblXATdeShDY2CFjyFezr1TNo994TxmPFxC9wyytYbzkfF3tsmtoO3fmUKhERERERGSjl8D6d2zpelSBm4WlsWtgZKMgRbTsbm4ZTd9O01gsL9ECXBr4m7ScRERERWQ4H6KwgPz8fAwYMwNGjR1V5Dg4O2LVrFzp16lSmfVevXh3NmjVTpeVyuWgQsCTF+wQAL7/8ss6yvXv31ltXnxMnTkAu/3dx7LCwMPj7ax/wsORnonJKUQRsGQ/kpiDWTopZPt54c5eAQD3LEfq9/zZcDPx7UioFLNgdhT0PivSWq+PjjO3Tw9GspofhfSciIiIioipP3wAdANgoAalLBiD7d113pVKJJQd1rz33fo8GfHuOiIiIqALjAJ2FFRYWYvDgwTh8+LAqz97eHjt27EC3bt1M0kZERIQo/euvvxpU7/bt2zh37pwq7ezsjJ49e+os36tXLzg6OqrSZ86cwe3btw1qa/Xq1aK0ep/VWeozUTl1aC5w7yyybCR4288Xg44BLWMEncUL6ufjDcn3SEvVPRXMc/lFCkxfdxm/nIzTW65NsBe2T++AWl5ORnefiIiIiIiqLvmTJ7C/pX8t9RtBQJcmA4FiA27DfjyD8/HpWsu3qe2FDvW8TdpPIiIiIrIsDtBZkFwux/Dhw7Fv379PztnZ2WHr1q3o1auXydoZPXo0bG3/nbt+27ZtuHPnTon1Fi9eLEoPHz4cDg7alrB+xsnJCUOHDtW7D22io6Oxfft2VVoqlWLUqFF661jqM1E5dHM7cPZ7KAB85OuD2rds0f+87sE5ebUivD7AEf8ICvw5IwKP/rmks2xaTgFG/nQW+28m6e3CwOY18NukNnB3sivtpyAiIiIioioq49gR2OgOYQAAj+sq4N3s37j4bEwqLiVk6Cz/PteeIyIiIqrwOEBnIQqFAqNHj8bOnTtVeVKpFJs2bUK/fv1M2lZISAjGjRunShcWFmL8+PHIz8/XWWfnzp2it9pkMhnmzp1bYlvz5s2Dnd2/gxarV6/Grl27dJbPz8/HhAkTUFhYqMp77bXXULduXb3tWPIzUTmSEg3sfAMAsNTTA+mpDpi8X6mzuNJVgbeGy1AoscH7fyjRNlJAzPjxeHD3qkbZ2JQcDF5xGlcSM/R24c2X6uGbEc1hL9W+YDsRERERld2uXbtUX/qu8csqJSUFgwcPxuDBgzFkyBCztUNU3P392/VuV0iAoBBXwK+hKm/unzd1lu9Q1xtt6/DtOSIiIqKKjgN0FjJx4kRs3rxZlLdo0SKEhYUhPj7eqC9DAtb58+fD09NTlT59+jS6d++uMQVlQUEBli1bhmHDhony33//fQQFBZXYTp06dfD222+L8oYOHYrvvvtONAgHALdu3UK3bt1w+vRpVZ63t7fBg2aW+kxUThTkAJvHAIU52O3shL2CK97fpoBUx/icYKfEpyOkyLS3wQd/KNEi9tkjqt5P5Igd8yoS7vz7Jt3F+HQMXnEaCWlPdTZvayPB4iFN8X5PrutAREREZG6DBg1CREQEIiIikJycXGL50g60PX36FDt27MDOnTuxY8eOMvSYyDBCURFszkVq3ZbgC2Q6AzeCgS7N/l3W4fTdVPyTlKNzn+/3rG/qbhIRERGRFUit3YGqYu3atRp5H330ET766COj93XkyBF06dJFb5maNWti27Zt6NWrl2qg7NSpU2jUqBFatmyJOnXqIDMzE5cvX0ZKSoqobr9+/bBgwQKD+/Pf//4XN2/eVE3dWVRUhDfffBMLFixAixYt4OrqitjYWFy+fBmC8O+8HjKZDNu3b0f16tUNaseSn4msTBCAP98GUm7jpkyGxa6e+M9vCrjl6ShvY4MNA22Q4CHBh1uVaB4nnj/G54kCqa9Nh/e6bTj6RIL3NkeiUK77TTwXeymWj26BTvV9TfihiIiIiEgfQRAMfjDq+UBbaR+kMqYtorLIvXQJdnlFWrfdDi/EjIiZcC+QwzNsEIBnx+Z/dul+e655LQ+0CPIyR1eJiIiIyMI4QFeJdenSBdu3b8f48eNVA1aCIODixYu4ePGi1jojR47ETz/9JFrvrSS2trbYvHkzJk2ahE2bNqnyk5OTsX//fq11/Pz8sGbNGrz44otGfCLLfSaysgs/Aze2ItXWBu/4+mD6NqBmmu7i/p98jLd7hqHWe8M0Bueec0rOwpFXXsObHd8QLbyurpqbA1aNb41GNdzK+imIiIiIyAilGTDjQBuVd/f2b9OanycDGno+hV2TQQh18VPlP8zMQ2yK7rfnFgxsYvI+EhEREZF1cIrLSq5Pnz64ceMGXn/9ddH0kOratWuHrVu3Yv369XB2dja6HRcXF2zcuBFbtmxBu3btdJbz8vLCtGnTcOPGDfTu3dvodgDLfSayknsXgP2zUQjgXT9f9Dom0TnoBgCeo0bCa/Ro+Pg2wpAvtuBBTQet5TJlTljSbIjewbmG1VyxfUY4B+eIiIiIrKD4bBtElcXTYye05l+rDXTwawoUG5wDgMsJGVDq+FNoHeyJpjXdTd1FIiIiIrISvkFnIdYMNv38/LBixQosXboUp06dQkJCApKSkuDs7IyAgACEhYWhdu3aJmlr6NChGDp0KOLi4nD58mU8fPgQubm5qFatGoKCgtChQwfIZLIyt2PJz0QWlJsKbBkHQVmEz3284HPLDn0v6p6K0jm8Pfxnz1alvWs2QssNu3B55CDUuP/v+nKZMifM7vA64txr6NzXiyE+WD66BVwd7EzzWYiIiIiIqEoriIuD06MMrdvSgxRwbdhflKdQCvjmcLTO/X3Gt+eIiIiIKhUO0FUhMpkMXbt2tUhbtWvXtsgAmSU/E5mZUgH88RqQ9QAbXF3wT5oTPjmoe3BOFhyMgK+/hsROPKDm6VsLrTf+iZuvjoBHfCoyZc6Y1WEq4vUMzo1oVQsLI5rAzpYvFRMRERERkWk8Ovin1nwlgAD/p0DDfqL8nVcfICYlV2udrg38EFqdM30QERERVSa8G01E5cPRL4DYozjnYI+1Eg+8v10JqY7xORs3N9T6YQVs3bVP7+LmUwP2//sdl/waYFaH1/UOzn3Qsz7+O6QpB+eIiIiIiMikUg5rX5P9bg2gg3ctwOvfh1qLFEos/euO1vI2EuCTvg3N0kciIiIish6+QUdE1hd9ADj+f7gntcUcN2/M/F0Jl3wdZW1tUfPbpZAFB+vc3em7qZi69TaywyfrLGNrI8FXw17AoLCAsvWdiIiIiIhIjSIrC44347VuS6itxMAGA0R52y7fR0LaU63lBzYPQD0/V1N3kYiIiIisjAN0RGRdT+KBbVPwVCLBOz6+eG2HBDXSda/ZWG3OHDi3a6dz+x+X7mPWtmsoUujeh5PMFr+Ma432db3L0nMiIiIiIiKt0o/9DVul9pjEpUYBEPrv9JaFciW+/euu1rK2NhK83S3ELH0kIiIiIuviAB0RWU9RPrB5LJT5GfjYzwcdj9uiWbzugbUH7f3QYNhQrdsEQcC3f93F13oWVQcAfzd7rJvUlk+gEhERERGR2STu3wYnLfmpbkArXxfAv4kqb9PFe3iQkad1P0NaBCDYx9lMvSQiIiIia+KiS0RkPfs+Ah5F4kcPN0hvO6D3Zd2Dc9eCgcx7yTj4Wkco5UWibYVyJT7ceq3EwbmG1Vyx+80XOThHRERERERmIygUsDkbqXVbrj0gKQyGUvlswe38IgW+/1v723N2thK8+RLfniMiIiKqrDhAR0TWceV34PIaHHZyxIkMN4w/pNRZ9IEXYF8INLoPBJ3NwN73RqgC2qz8IkxcfQFbL93X21z3UH9smx4OX1d7k34MIiIiIiKi4nKvXIZDbqHWbUEpgM0vMfj7t+EQBAGrTsUhKUv7AtzDW9VCLS9t7+ERERERUWXAAToisrxH14A97yPazg7LbLzw3nYlbHW8PJfjAOTbAQ0e/ptX9+At7Hx7MBJSszFsxRmcvJuqt7nx4cH4cUxLOMk4qy8REREREZlX3L6terffrgW0fyECe68/wv/t/0drGZnUBm+8VM8c3SMiIiKicoIDdERkWXkZwOYxeKIsxCw3X7z9hwDnAu1F5TZAugtQ97HmtoaH/sGG197FP0lZOpuSSIBP+4Zibv9GsLWRmKb/REREREREeuQdO6F3e1odJZwaDcRnu6Oga5L/UW0CUd3d0fSdIyIiIqJyg6+TEJHlKJXA9tdR9CQeH/n6YeQuCao/0b3uXE63ENT4647O7R0SrmNDne7ItNdcU85eaoNvRjTHy02rm6TrRERERGReEsmzB6rOnj2L+Ph4vWWTkpJE6RMnTkAQdF9X6qpHZGqF9x/A9f4TnduVAIJb1MGuW1l4nKX9SUU7Wwmmd61rph4SERERUXnBAToispxT3wDR+/A/T080PWGHJgm6b6J4jR+P0FkzcWLF2/BYdhBStSXqUh3cMbPj61oH57ycZfhpbCu0DPI08QcgIiIiInMSBAEjR440uk6XLl0MLi+RSAwazCMqjcT92/Ru/6cW0LPdBHTddUtnmf7NasDP1cHUXSMiIiKicoZTXBKRZcQdB/5egG0uznhyxxk9ruq+KeLcqRP8PvwAAPDitKXImfs65MXOVimO7vio4zQ8dPHVqFvbxxnbpoVzcI6IiIioAno+eGbIl0QiUX0ZWocDc2RuKYf3ac1PdgNiagPp9QUcLghDSo72t+dsJRJ80jfUnF0kIiIionKCA3REZH5ZD4GtE3FVJsXOLE+M+0ups6hdvboIWPIVJLa2qrywwW/gt34DIZfYIMXRHTM7TsMjFx+Nuq2CPPHHtHAE+zib5WMQERERkfkVH3jT91WaOur1iExJmZsLl+vxWrfdDlWi35cL8NqSi/gzKkPnPoa2rAlvF3vzdJCIiMgKil+HGTPrAVFVwCkuici8FEXAlvFIyk/Hf2X++HCnEja6Hlz2cEfgDz/A1sVFlfUktxBTfruICzYvIr6tN+65+uGRs+bgXLdQP3w/qgUc7Gw1thERERFR+RYYGMjBM6rwko//BalCe7DjGlAIhPREhlyGc7HpWstIbSSY3aehObtIRFRpBQcHIyEhQSN/xYoVeP3110u1z1WrVuG1117TyA8KCipxvVwiIkNwgI6IzOvQf5B//zxme/hh6gbASftMLhCktgj+/nvIatZU5SWmPcX4X88jNjUXAHC+WiOtdSd0CMacvo1gY8ObOkREREQVEW9yUWWQsO8PuGnJf+IMtGjYCHBww8r9t5FTINda/5XWteDhJDNvJ4mIqphff/21TAN0RETmxCkuich8bmyDcHY5PvP0Qr/dtqiWobtojc8WwKllS1X6SuITRCw/pRqc00YCYN6ARpjbvzEH54iIiIiIyGoEpRLSM1e0brtdB2gQOgSpOQVYfSpeaxk3Ryk+eplvzxERmdr58+dx8+ZNo+tFR0fj1KlTZugREdG/OEBHROaR8g+w602sdnNFwEkHNLqnu6jXa6/BY3CEKr3/RhJG/nQWabmFOuvIpDb4eVwrjA+vbcpeExERERERGS3nWiScsou0brMJKIAktB9+OBqDvCKF1jJTO9WFm4OdObtIRFSl2Nn9e0799ddfja5f/O254vsiIjIlDtARkekV5ACbxuCkrRzRd93w0jVdi84BchsgPeTfdeN+ORmHaesuIb9IqbOOr6s9/ng9HN1C/U3abSIiIiIiotK4u3ej1vwiW6BBw5pIVrrht7OaayMBgLezDOPDg83YOyKiqqdfv36q73///XfI5dqnF9ZGoVBg7dq1qnT//v1N2reqRhAE1dfRo0et3R2icoUDdERkWoIA/PkW4jJj8HuWN179W/fgHABIlUDu3JU4e2gT5u26iQW7oyDoqRLi54Lt08PRtKa7iTtORERERERUOvlHj2vNvx0ItGo6GMuPxqBArv0hxNc714WzvdSc3SMiqnImTpyo+v7x48fYs2ePwXX37duHR48ead0XEZEpcYCOiEzr/Epk39yGz218MflPwaCTjHMBYPvBPJz+a7Pecu3reGPrtHDU9HQyTV+JiIiIiIjKqDApCR6JGVq3ZdcqQnpAL6w/l6h1u6+rPV5tF2TG3hERVU3t2rVDaGioKm3MNJfFp7cMDQ1F27ZtTdo3IqLn+IgWEZnOvfNQHPgYc118MGazBE66l5DT4FIALDyyA7PCAxDrEaCxfXBYAP47pBlkUj5XQERERESVi0KhwN27dxEVFYWHDx8iMzMT9vb28PT0RN26ddGqVSs4Oztbu5ukQ+y+LTq3BdRzx9IrchQqtL89N6NLXTjKbLVuIyKispkwYQI++ugjAMCePXuQnJwMPz8/vXVSUlKwe/duVdpUb8+lp6fj5MmTSEpKQlpaGpydneHr64sXXngBjRo1MkkbxSUnJ+PcuXN49OgRUlNT4eLigt69e6N+/foG1VcoFDh79iwSEhKQkZEBFxcXBAQEoFOnTvD19TV5fw2Vn5+PkydPIiEhAcnJyXBzc0NQUBA6deoENze3Mu27qKgIJ06cQGxsLFJSUuDt7Y2AgACEh4fD09PTRJ+ASIwDdERkGrmpwOZx+M7FGR332sEv0/hdZNm5Icte88bDW91C8G73EEgkEhN0lIiIiIjI+hITE7Ft2zYcPnwYJ06cQFZWls6ytra26NGjB9544w307dvX6LbKeh0dFxeH4ODgMu2jMks9tAfeWvLzpUB+vA32ZUQC0LyxV93dAa+0CTR7/4iIqqqxY8fi448/hlwuh1wux2+//Yb3339fb521a9eiqKgIACCVSjFmzJgy9WHv3r1YtGgRzpw5A6VS+8MagYGBmDx5Mt59912DH8gJDg5GQsKztU2DgoIQHx8PADhx4gQ+++wzHDlyBAqFQlTn66+/Vg3QzZs3D/Pnz1dtO3LkCLp06YL8/HwsWLAAv/zyCx4/fqzRrkQiQf/+/bF48WI0bNjQoL4Wvw7p3Lmz3nXoxo8fjzVr1qjSz69BMjIyMGfOHPz+++/IyMjQqCeVSjFq1CgsWrQIAQGaD/7rk52djfnz5+OXX37Rum97e3sMGDAAixcvRu3atREfH4/atWurto8bNw6rV682qk2i5/gqChGVnVIBbJ2IvYoM2J1xQeh93UXdJoxBbAOZRv59Zx/M7DgNqY4eqjypjQT/N7QZ3utRn4NzRERERFRpjBo1CkFBQXj33XexZ88evYNzwLOn2Pfv349+/fqhf//+Wm+YkXUo8/Phdl379JUOcsDmnxwEIFXr9hld68HBjm/PERGZi7+/P/r06aNKGzLNZfEyffr0gb+/f6nazs7ORt++fdG3b1+cOnVK5+Ac8OyhnTlz5iAkJATnzp0rVXsA8J///AddunTB4cOHNQbnDHHnzh20bdsWixYt0nmtIQgCdu3ahTZt2uDvv/8udV+Ncf78eTRv3hzfffed1gE0AJDL5Vi7di1at26Na9euGbzvmzdvIjQ0FF999ZXOfRcUFGDLli0ICwsTvV1JZAp8g46Iyu7IItx8cBpnE/0w8rqgs5hDty6o8eEsnLswDOfmjUHbuGev2d138cWsDq8jzdFdVdZeaoNfxrVGxxAfs3efiIiIiMiSoqOjteYHBAQgJCQE/v7+kMvliI2NRWRkpOim3u7du9GpUyccO3YM1apVs1SXSYdHxw/Brkh3DJRcG7ihrKeRX9PTEcNb1TJn14iICM+mqNy1axeAZ4MxFy5cQOvWrbWWPXfuHG7evCmqWxoZGRno2rUrrl69Ksq3t7dHu3btUL16dWRlZSEyMhIPHjxQbX/06BG6du2KnTt3okePHka1+c0332DBggWqdFBQEJo0aQI3Nzc8fvwYV65c0Vs/JSUFEydORFxcHADA2dkZLVq0gK+vL5RKJa5du4bY2FhV+ezsbAwdOhQ3btxAjRo1jOqrMaKjozFy5Eikp6cDADw9PdGqVSv4+PggNzcXFy9exMOHD1XlHz16hIiICFy7dq3EtxH/+ecfdOnSBamp4gdpvLy80KpVK3h7eyMtLQ0XL15Eeno6MjMzMXz4cGzcuNH0H5SqLA7QEVHZ/LMfqaeW4Ke8aph8VHdgKqlfB4Ff/g8rjsfiy/3RkDb9CJ8WrUCNjALM6vA60osNzrk5SLFpajuEVnfXuT8iIiIiosogLCwMEydOxMsvv4y6detqbH/w4AE+++wzrFy5UpUXHR2NYcOG4fjx40bPNNG2bVujbyzVrFnTqPJVSfzezfDSs/2+fx1Aofk7mtq5DtfXJjIzQS5HUVLlf+NYqVRAnpOrShe5ZEFhY7m3c+2q+UMiLb+3mPv27Qt/f3/VG2GrVq3SOUC3atUq1fd+fn6it++MMWXKFNHgnJ2dHWbNmoUPP/wQrq6uqnxBELB3717MmDFDNV1lXl4eRo0ahcjISIMHvpKTk/Hhhx8CANq3b4+vv/4abdu2FZUpKChAWlqazn1Mnz4dqamp8Pb2xueff46IiAjIZM9mwHJ1dYWtrS0OHDiAMWPGICUlBQDw5MkTzJkzB7/88otB/SyN0aNHIz09HUFBQfjf//6HiIgI2Nr+e3wLgoD169djypQpePr0KQAgNjYWS5YswZw5c3TuV6FQYMyYMaLBOV9fXyxZsgSvvPIKpMWOablcjg0bNuC9995DamoqXnvtNTN8Uqqqyu/Zk4jKv/Q4FG6fgi9sfDBut+45cxVebqi7fCU+PRCLDeefTf8it7HH52FvwEmeh0z7fy9OAjwcsW16OPzdHCzwAYiIiIiILE8ikaBv376YN28eWrVqpbdsQEAAfvzxR7zwwguYMWOGKv/kyZPYtGkTXnnlFaPadnBw4HpyJiIIAuzOROrcHlMDOKXUvLnrYi/FyNZce47I3IqSHiOme3drd8PiUizcXt3DhyGradyaX5YklUrx6quv4quvvgIAbNy4EV9//TUcHMT3nfLy8rBp0yZVesyYMbCzszO6vV27dmHLli2qtK2tLTZt2oSIiAiNss+vB1q0aIFOnTrh7t27AIDU1FS8/fbbov3ok5eXBwDo168f/vjjD9XAWnH29vZ6B/xSU1NRvXp1nDhxAsHBwcjOztYo06tXL+zduxft2rVTTaG5ceNGfPPNN6KBR1NKTU1F48aNceTIEfj6+mpsl0gkGD16NJydnUU/459//hmffvqpzgeZfvrpJ1y4cEGV9vX1xYkTJ9CgQQONss/XImzZsiU6d+6s8cYdUVnwcS0iKp2iPAibx+ArG1sM3CWFQ5H2Ygo7Kap/+wNeP/hANTin2oWtVDQ417yWBw6824mDc0RERERUqW3ZsgW7d+8ucXCuuOnTp2PIkCGivN9++83UXSMjZN28BtdMHYEQgKTaEtwRgjXy3+5WD1Jb3o4hIrKU4lNVZmRkYPv27Rpltm7diszMTFV6woQJpWrr+UDgc++8847WwbniqlevjvXr18PG5t//G7Zt26aabtIQvr6+WLNmjdbBOUOtWbNG69v8xbVq1Ur0eZ4+fYqzZ8+Wus2SSKVSbNmyRevgXHGDBg0SXVclJiaqBjy1+e677zTS2gbnimvUqBGWLl1qQK+JDMcrQiIqnb0fYlNmHEIPOMBXz5r2bv9ZgDGncnAsWv8zXH2aVsfW19vDxZ4v9hIRERFR5VbaN9iKv0EHAEeOHDFBb6i0ov/8XWu+QgJcCpPglm9zjW1uDlJM7FjHzD0jIqLiGjVqJJrysfhUltry2rRpg8aNGxvdTnx8PI4fP65KOzo66p1msbjWrVtj8ODBqrRSqTTqQZwpU6bAy0vfpMv6tW3b1uB17/r16ydKl7S+XVkMGTIEoaGhBpU1tF/Xrl0TrTVYv359DB8+3KA2Ro0ahXr1NNeWJSotDtARkfEu/4YLUZuRdd4dDR7oLqYYMw4j7roi6pGeETwAM3s3xPejwvgUKRERERGRHmFhYaJ0Xl4eMjIyrNMZQv6xY1rz79QCDtd+BX9gtMa293s2gK2NcesGEhFR2RV/i+7vv/9GYuK/szzFxsbiWLFzemnfnjt58qQo3a9fP7i7uxtcf+zYsXr3p8+gQYMMLqtN3759DS6rPmCWnJxcprb1MUe/Tp8+LUoPGzbMqD4ZW55IH94NJyLjPIrE/QMf4WCcN168KegsltGqJUYVvIBHmfk6y8hsbfDtyDBM61LX6MXtiYiIiIiqGqlUc7aJwsJCK/SEClNT4BWvuT4PAGTVUuCMsqlGvqeTHca0CzJ314iISItXXnkFjo6OAJ69nbZmzRrVtlWrVkEQnt3jcnR0xMiRI0vVxsWLF0Xp8PBwo+qrly++Rpo+tra2aNasmVFtqWvUqJHBZT09PUXp4lODmpo5+hUZKV4/1pgpx4FnbzsSmQoH6IjIcHlP8HTzGPyY7obBx/UXTUm5hKIC3f9Buzva4fdJbTHgBd0L1BIRERER0b/U11KRSqXw8fGxUm+qtn/2rNd5QyXL3wcF0FwD6L9DmsGGb88REVmFm5ubaC3X1atXQxAEKJVKrF27VpU/ePBgo956K079ja369esbVd/b21v0/3pGRgaKinSvdfqcu7t7mdaeAzQHt/Sxs7MTpQ3pY2mZo1+pqamidFCQcQ/PBAYGGlWeSB8u9kREhlEqodz2Or5+8hSD99uVWDwkAZhp8xUWNvsIcomTaFstL0esntAGdX1dzNVbIiIiIqJKZ+vWraJ0q1atYGNj3HO3iYmJmDBhAs6fP4+HDx8iNzcXnp6e8PHxQVhYGDp16oShQ4eWaR2bqiDtwC74a8l/6AXckryokd80wB09G2mrQUTmYlfNH3UPH7Z2N8xOqVQgJydXlXZxcYaNja3F2rerVnHObRMnTsTvvz9bP/T5tJb5+fm4d++eqkxpp7cEgCdPnojSpRnoc3d3Fw0gpaenw99f/8/Y1dXV6HbUGXs9YSnm6Jf69ODG/vzc3NxM2Buq6jhAR0SGOfU1VsefQac9znAw8MGYtnE5GCs9hFWNB6ryXqjlgV/GtYKPi72ZOkpEREREVPnk5OTgl19+EeVFREQYvZ+4uDjExcWJ8pKTk5GcnIyoqCisW7cO7733HiZPnowFCxbAxYUP1akTCgvhceOh1m1JQUqcUGhOlfVej/qc1p/IwiRSKWQ1A6zdDbNTKBSQZv875a6dqytsbS03QFeRdOnSBbVr11b9P/jrr78iLy9PtT0oKAgvvfRSqff/fJrM50xx3uf/HaZnby++J2nsdOGcXpxMqXwOjRNR+RJ7FH+d/B98DjvDR/syC1rFuFfD1nrdVemejfyxcXI7Ds4RERERERlp9uzZSEpKUqU9PDwwadIks7SVm5uLb775Bi1btsTNmzfN0kZFlnhiP+x13JvLruaCbIhnEAkL9ECXBr4W6BkREekjkUgwfvx4VXrr1q3YtWuXKj1+/PgyDYipv31emrXZ1OsYM8UjGUb9Z6r+5mNJ0tPTTdkdquL4Bh0R6Zf5ANHbJiHxvAfaPdJdrNAWkCn+Tce4V8fsDq8jW+YMABjdNhCfDWwCW665QERERERklO3bt+O7774T5X3++edGTUMplUrRsWNHdO/eHc2aNUPNmjXh6uqKnJwcJCYm4sSJE1i7dq1o/Zzo6Gh0794dZ8+eNXp9Fn2Sk5ORkpJiVB319fdycnKQlZVlsj7pkpubq5GO2b4a1bWVtQeiXVoDajOOTOtQE9nZRjzpSJWatmOKtFMoFFAont1oeD7NnUKh4BtFap7/jHSlq6rix09xY8aMwfz586FUKvH06VNVvkQiwZgxY7TWMTTP11f8MMbt27fRs2dPg/ucnp4umt7Sw8MDNjY2Bv1Ojf29K5VKjfrP91HSMaWeFgTB4PZLKqv+FqKu36M26uWUSqXWurVq1RKlIyMj0a5dO4PaeF6+OGM+f1VlyDH1/Hf//NjMzs4u89vAOTk5ZapvCRygIyLd5IXI2DIWu29J8fIt3cWOBTbA3/Xr48MTf8KlALjrUR0fh/87OPdG13r4oFcDC3WaiIiIiKjyiIyMxNixY0V5PXv2xLRp0wzex8KFCzF58mT4+flp3d68eXMMGDAACxYswPz587F48WLVTZKkpCQMHjwYFy9eNNlN8eXLl2P+/Pll2sf58+dFbxRayvlz5+B3/h+t22KDBZwoEq8/V9dVwNO4qzgSb4HOUYV0/vx5a3eh3JJIJKoBj+drROXk5HD6xhIUH3SqStQHnHJycjSmMgSevT3VuXNnHDlyRJT/4osvwtvbW+sDFeo3+ZVKpdZyjRo1EqVPnDhh1Jp2f/31lygdFham8wGP4p9XV3/0UZ+mMS8vT+c+1I8p9QcLioqKDG5foVDoLVtUJH7KJTc31+B9F5+uFHj2GbXVbdasmSh9+PBhjBo1yqA2npcvzpjPT8+oH1MKhUI0MAc8+/tRH7A1VmJiYpnqWwKnuCQineQHP8HKqHt4+ZTuQDza2xtLXhiP8y6d8cmLY3DVtzZmh09DtswZEgnwv2HNODhHRERERFQKiYmJ6Nu3r+jGYFBQEH7//XejBss++eQTnYNzxTk4OOCLL77AsmXLRPmXL1/Ghg0bDO94JSYk34dHllLrtqwadkiBhyivT6ACfNmHiKh8GT16tEF5xmrfvr0ofeDAAaPe9t68ebMobcxbXWS49u3bw8HBQZXeu3evwW/2P378GPv27TNX16gK4gAdEWl3fSt+Pr0VPQ/qfjIt1cke81rPQKGtHQAg2uUFzA6fjhyZE+xsJVg/qS2Gtqylsz4REREREWmXnJyMHj164MGDB6q8atWq4dChQxpTaJnajBkzMGDAAFHe8uXLzdpmRSG/dkRrvgBAlqH4/989U99diXpulukXEREZrn///ti7d6/oa+DAgWXeb2BgoGiQ7unTp/jqq68Mqnv16lXReng2NjYYPnx4mftEmtzd3REREaFKFxQUYPbs2QbVnTVrlsbbh0RlwSkuiUhTyj/4c+eHaLrfAfZy7UXypRLMa/M6njioRZwSCaq5O2D9pLao4+ti/r4SEREREVUy6enp6N69O6Kjo1V5Pj4+OHz4MEJCQizSh9mzZ4tuFJ49exYZGRnw8PAo876nT5+OYcOGGVXn7t27GDRokCrdpk0bhIaGlrkvJcnNzRVNQehzK0ZrOQkAub3N///umTmDwvBCAEfoSEz9mGrTpg2cnZ2t2KPyS6FQqB5SeL4GnYuLC6RS3s4sTqFQiKaLc3JyqpLTgD4/Rp5zcXFRTY2qjTFrwxUUFGi0pWvfH374IQYPHqxKL1++HF27dkX//v117v/x48eYOnWqaF2uQYMGoWnTpjrrFP+8+vqji0wmE6UdHR1V+yjpmFI/Z9nZ2Rncvq2trd6ydnZ2orSzs7PB+3Z0dBSlZTKZzrqzZ8/GH3/8oRps++OPP1CzZk0sXrxY6zmmqKgIH330EXbs2KG1z8b+/Kuako4puVyuOqaf/ywbNmxY5nPZrVt61mwqJ/g/GhGJFWTj6vqRsDnsAC8962j+X8uRiPHQfDuuTbAXVo5tCQ8nmZZaRERERESkT2ZmJnr27Inr16+r8jw9PXHo0CE0btzYYv1o06YNPD098eTJEwDPbqxERUUhPDy8zPv28/MzaMpNfVxcXODmZtnBLyE3G74PC3Ruv+YXpvo+0MsJL4bWtES3qIJzdna2+LFcUcjlco2bs7a2tlVy8MkY/Bk9Y8qfg7b96Np3REQEhgwZgj/++APAs+N4xIgR+OSTT/Dee+/BxeXfh9kFQcD+/fsxY8YMxMXFqfK9vLzw7bffGtV/Yz+r+oCmvp+X+jb1chKJxOD2SyqrPoW3Mb9H9XI2NjY66zZt2hTz588XvTm3dOlSHDp0CJMnT0b79u3h5eWF9PR0nDlzBitXrlQN9rzyyivYuHGjwZ+JNKn/XgVBUP3un+e7urqW+YGM4n9v5RUH6IjoX4KApG1TcfOvPLTQs9766iadcbp6C438/i/UwP8NbQYHO/6nRERERERkrOzsbPTu3RuXLl1S5bm5uWH//v1o3ry5RftiY2ODwMBA1QAdAIPXZ6msCqOOwUbQvu2hN3DY5t+3IxYMtNxgKhERlS8//fQToqOjVQ/bFBYWYu7cufjiiy/Qrl07VKtWDdnZ2YiMjMT9+/dFdR0cHLBu3ToEBARYo+tVysyZM5GYmIgVK1ao8qKiovDuu+/qrPPSSy9h4cKFGgN0RKXFNeiISCX/zPfYceASWkTrLnMkOASb6vbTyJ/epS6WjmjOwTkiIiIiolLIzc1Fnz59cPbsWVWei4sL9u3bhzZt2lilT+pTReXl5VmlH+WF080rOrcl1LVFDp5N+RXk5YTODcr2hiAREVVcnp6eOHnyJHr16iXKz8/Px9GjR7Fx40bs2bNHY3CuWrVq+Ouvv9C7d29LdrfKkkgkWL58Ob766iuD3rR64403sG/fPo016Di9JZUFB+iICAAgJJzFmk1L0fms7tNCsoctvm46ESj2ZIitjQSLIprio94NYWPDJ0aIiIiIiIyVl5eHfv364eTJk6o8Jycn7NmzxyRTSpZWamqqKO3j42OlnlifIJejemyuzu2X/Vurvv9isO41g4iIqGp4/gb8rl270L59e40pJYurWbMm5s+fjzt37lj1//2q6r333kN0dDQWL16Mjh07onr16pDJZKhWrRpatmyJDz/8EDdu3MCyZcsgk8mQkZEhqu/u7m6djlOlwCkuiQjIScEfv0xAu8P6TwlemQq0zdmLk+4DAQDOMlt8N7oFuvLpUCIiIiKiUsnPz8eAAQNw9OhRVZ6DgwN27dqFTp06Wa1fqampiI2NFeXVqFHDSr2xvqLYS3DSsfzc6XYyHLbtCwCo4+uM8HpVdyCTiMha4uPjzbZvHx8fCIKOOY5L0L9/f/Tv3x+pqak4deoUHj16hPT0dDg7O8PX1xfNmjVDkyZNjN5vWT/vvHnzMG/evFLVDQ4ONurnYUzZ1atXY/Xq1aXoFdClS5dS/56qV6+Ojz76CB999FGJZaOiokTpatWqlapNIoADdESkkOPMqmGosQeQKfQXlQpAv5uxONlegL+7A1aNb43GNfiUCBERERFRaRQWFmLw4ME4fPiwKs/e3h47duxAt27drNgzYOPGjVAqlaq0v78/QkNDrdgj67K9cVJrfr4dcLD6YOQLjpAAWDykmWU7RkREFYKPjw8GDhxo7W6QCRw/flyUbtmypZV6QpUBB+iIqri4Pz9A1tbHCNQ9W4vKTd9qmN96GjydZdg+vQNqeDiWXImIiIiIiDTI5XIMHz4c+/btU+XZ2dlh69atGmvWWNrjx4+xcOFCUV7//v0hkVTdKe2976ZqzY8PBC4ILQAAg8IC0DrYy5LdIiIiIgtKS0vDli1bVGkHBwc0b97ceh2iCo9r0BFVYVnXtuDiz/sRmFxy2Ru+1TCnzRvw8vXEkQ+6cHCOiIiIiKiUFAoFRo8ejZ07d6rypFIpNm3ahH79+pmsnX/++Qd//vmnUXWSkpLQr18/PH78WJUnk8kwe/Zsk/WropEnx8MvTfuUWY8CXKGEDWxtJHi7W4iFe0ZERESWNH36dOTl5anSw4cPh4ODgxV7RBUd36AjqqIUaXex839z0Oqu7qdgkzxtUe2JAjf8/DGnzZtoWNsPW14Ph50tx/aJiIiIiEpr4sSJ2Lx5syhv0aJFCAsLM3pNmWrVqum8MfTo0SMMGDAATZs2xauvvoqIiAiEhGgfRMrOzsaaNWuwcOFC0eAcAHz66aeoU6eOUf2qTITIAzq3XfZsCwAY0iIAwT7OluoSERERmcDLL7+MuXPnol27dnrLZWdnY8aMGaLrNxsbG7z11lvm7iJVchygI6qKivLwx+dD0eq87sG5f/xd8GHrT9D7wV84FNAVPVoE49uRYVV6WhsiIiIiIlNYu3atRt5HH32Ejz76yOh9HTlyBF26dNFb5vr165g5cyZmzpwJd3d3NGnSBD4+PnB1dUVOTg7u3buHyMhIyOVyjbpTpkzBnDlzjO5XZeJy557W/MRqwAlJV9jZSvDmS3x7joiIqKLZv38/9u/fj8aNG2PQoEFo3bo1goKC4OLiguzsbCQmJuLo0aNYu3Yt0tPTRXU//PBDrj9HZcYBOqIq6Nwv49DwQIHO7Slutpjb4j0USe2wr/bLmPFSPbzbvb4Fe0hEREREROaQmZmJU6dOlVjO2dkZX3/9NSZPnmyBXpVfeZlpCLinOXAJAA9r2qMA9hjdqhZqeTlZuGdERERkKjdv3sTNmzcNLj9q1CgsWLDAjD2iqoLz1BFVMTaxW+C6MQF2Cu3b8+2AOa1fR6a9G1wdpFg7sQ0H54iIiIiIKqDQ0FB8/PHH6NChAxwdDVtDun79+li0aBHi4+Or/OAcANzZ+R2kSu3bbvo2gkxqgzdeqmfZThEREZFJeHt7G1Xez88PS5cuxbp162BnZ2emXlFVwjfoiKoQ27RIuGy+BPen2rcrAfy3bQQSXGsjwMMRv05ojfr+rhbtIxERERFRZScIgkXa8ff3x+effw4AUCqVuHPnDmJiYvDgwQNkZGQgPz8fjo6O8PT0RPXq1dG6dWv4+vpapG8VxdOdB6Dt1t0TF+CAbABGtQlEdXfDBj+JiIiofElKSsKJEydw7NgxXLx4ETExMUhKSkJubi4kEgk8PT3h5+eH1q1bo2vXrhgyZIjBDz0RGYIDdERVhKTgCbB+A/yf6C6zrkUYzvl0QJMAN6wa1xp+btoXmyciIiIioorFxsYGDRo0QIMGDazdlQpDKZej+gPtU48kBtqiSOaO6V3rWrhXREREZCpSqRRdu3ZF165drd0VqqI4QEdUFQhKFG5cjMb3dRc5Wd8X62uNwksN/bBsZBic7Xl6ICIiIiKiquvimv/AVcf0lkpBglFtA+HnyocaiYiIiKh0uAYdURVw4L3uaByle/vdGjIsbvgeXm0fhJVjWnJwjoiIiIiIqrz0LX/q3HYmsAXGtAu2XGeIiIiIqNLhXXiiSm7rrP5ofCpX5/YiW2Bx04n4sG9TTOlUBxKJxIK9IyIiIiIiKp/8H8i15ufZAUkNp6C2j7OFe0RERERElQnfoCOqxPbt2YSg/Xehb8gtwU+Gcf17YmrnuhycIyIiIiIiAnB26xI4FGnflhggwZIRYZbtEBERERFVOhygI6qkth6/CIdF8+CSr7tMgp8t8hZsxeTuoZbrGBERERERUTl39689Orf907wVank5WbA3RERERFQZcYpLokpKuuFDVEvTvT3JSwKXH/ahd6NalusUERERERFROZeaUwDXuCSt2wptgVc/Wm7hHhERERFRZcQ36IgqqT6LNyOqpaPWbWluQI0Nf6MjB+eIiIiIiIhErt6IRPA9pdZtN8LcEODlYuEeEREREVFlxAE6okpK5uaLIb9fQmSf2lAUW1ouvoYE3qs3oEFQNet1joiIiIiIqJxqE+yNB73rIKGmjSiWAoA6fSKs0ymiKkgikWjkCYJghZ4QEZE5KZWaD0Zp+z+gMuIAHVFlJpHglSV7cfSVHsi1B5I9gLyxkxBQs461e0ZERERERFQuuVWriz5f7UHvwzeB33/G3z1q40Z9Wzz2Ahr2nmzt7hFVGTY2mrcti4qKrNATIiIyJ7lcrpGn7f+Ayohr0JHJxcXF4erVq3j48CFycnJQvXp1BAUFITw8HHZ2diZrp6ioCKdOnUJiYiIePXoEFxcX1KhRA2FhYQgODjZZO5XB6LcXYLWTH4JkabD1rGvt7hAREREREVUIgSFNUbP7VGQUAMkSOWylpotpiUg/iUQCmUyGwsJCVV5OTg6cnJys2CsiIjK1nJwcUVomk1WZN+g4QGclsbGxuHDhAi5evIgLFy7g8uXLyM7OVm0PCgpCfHx8qfZd1oM3Li6uVANcW7duxZIlS3DmzBmt2728vDBixAh89tln8PHxKXX/UlJSMHfuXGzatAnp6elay4SHh+O9997DkCFDSt1OZWJrI0Gd+k2t3Q0iIiIiIqIKycMe4C0UIstzdXVFWlqaKp2VlQVfX98qc+OWiKiyEwQBWVlZojxXV1cr9cbyeHVpQUePHsUXX3yBixcv6hxYqohycnIwefJkbNy4UW+59PR0rFixAtu2bcOaNWvQq1cvo9vat28fxo8fj+TkZL3lTp8+jdOnT2P06NH48ccf4ezsbHRbRERERERERERkPeoDdEVFRXjw4AECAgI4SEdEVMEJgoAHDx5oTF/s5uZmpR5ZHgfoLOjq1as4ePCgtbthUgqFAiNGjMDevXtF+b6+vggLC4O7uztiYmJw5coV1UK+jx8/xsCBA3H48GF07NjR4LaOHj2KQYMGiaY2kEgkaNGiBerUqYOMjAxcuXIFqampqu3r1q1DVlYWduzYUWXmrSUiIiIiIiIiqgwcHBxgZ2cnunmbnZ2NmJgYuLm5wcXFBVKptErf81EoFFAoFKq0XC5X3YMjKg0eU2RqxY8pQRCQl5eHp0+fIisrS2Nwzs7ODvb29tboplVwgK4csLe3R82aNRETE2Pyfbdt27bEN9vU1axZ0+Cys2bNEg3O2dnZYcmSJZgyZQpkMpkqPyoqCpMmTVJNf1lQUIBBgwbh+vXrqF69eont3L9/H4MHDxYNznXo0AE//fQTQkNDVXkFBQX48ccf8cEHH6j+uP/88098+umnWLRokcGfi4iIiIiIiIiIrEsikaBGjRpITEwUDRAUFRUhLS1N9HZdVSUIApRKpSptY2PDtwupTHhMkakZekw9P+dXpeONA3QWZmdnh8aNG6NVq1Zo3bo1WrVqhaZNm+LUqVPo2rWrydtzcHAo1XpyhoiNjcXSpUtFeVu2bMHAgQM1yjZq1Ah//fUXunXrphqkS0tLw/z58/HDDz+U2NbcuXPx5MkTVTo8PByHDx+Gg4ODqJy9vT3eeustBAYGIiIiQpW/ZMkSTJ06FUFBQUZ9RiIiIiIiIiIish4nJycEBgZqDNIREVHFo+s8LpFIEBgYCCcnJwv3yLqq7vvfVjBu3DhkZWXhypUr+OmnnzBlyhS0aNECdnZ21u5aqcyfP1/0Cur48eO1Ds495+joiNWrV4verPvll18QGxurt507d+5gzZo1qrRMJsPq1as1BueKGzRoEMaNG6dKFxQUYP78+XrbISIiIiIiIiKi8uf5IF1FvYdmTkqlEtnZ2aqv4m+pEJUGjykyteLHVE5OjsYxZWdnVyUH5wAO0FmUp6en3kGliiQvLw9bt24V5c2cObPEevXr18egQYNUablcjvXr1+uts36z4PJpAABN0UlEQVT9etG8x4MHD0ZISEiJban3Z/PmzcjPzy+xHhERERERERERlS9OTk6oW7cuateuDW9vb9ED4EREVLHIZDJ4e3ujdu3aqFu3bpUcnAM4xSWV0oEDB/D06VNVun379mjYsKFBdSdMmIDNmzer0tu2bcOnn36qs/z27ds16hsiNDQUbdu2xblz5wAAubm5OHjwIAYMGGBQfSIiIiIiIiIiKj8kEgkcHBzg4OAAPz8/1bpGVXnqy+zsbJw4cUKVbtiwIVxdXa3YI6roeEyRqakfU40aNYK7u7sVe1R+cICOSmX//v2idJcuXQyu++KLL0IqlUIulwMArly5gsePH8Pf31+jbFJSEiIjI1VpqVSKDh06GNxWly5dVAN0ALBv3z4O0BERERERERERVQISiQS2trbW7oZV2draigYobW1tIZXyli+VHo8pMjX1Y0oikVixN+ULp7ikUrlx44Yo3b59e4PrOjs7o2nTpqK8mzdvGtROs2bN4OzsbHBb4eHhBrVDRERERERERERERERkKRygq+QSExMxYcIENG7cGJ6enpDJZPD390fjxo3x6quvYuXKlUhPTzd6v7du3RKl69WrZ1T9unXritJRUVFay6nnm6sdIiIiIiIiIiIiIiIiS+EAXSUXFxeH1atXIyoqChkZGSgqKkJycjKioqKwbt06TJ06FYGBgXj33XeRk5Nj0D7T09M1BvUCAwON6pd6+Tt37mgtd/fu3TK1ExQUJEqnpaXhyZMnRu2DiIiIiIiIiIiIiIjIlDhAR8jNzcU333yDli1bGjQFZEZGhijt5ORk1LSTAODn5ydKZ2ZmGtSWer2SuLi4wMHBwaC2iIiIiIiIiIiIiIiILIGrO1ZSUqkUHTt2RPfu3dGsWTPUrFkTrq6uyMnJQWJiIk6cOIG1a9ciOTlZVSc6Ohrdu3fH2bNnNd48K079TTtHR0ej+6deJzs726xt5efnl9iWsZKTk5GSkmJUHfU3AnNycpCVlWWS/uiTm5urN01kLB5TZGo8psjUeEyRqVnrmDJ0lgsiIiIiIiKqWDhAVwktXLgQkydP1vm2WfPmzTFgwAAsWLAA8+fPx+LFiyEIAgAgKSkJgwcPxsWLFyGRSLTWV79JoP6GmiHUB9p03XgwVVvFp7U01U2O5cuXY/78+WXax/nz55GUlGSS/hjbLpEp8ZgiU+MxRabGY4pMzVLHVGJiokXaISIiIiIiIsviFJeV0CeffGLQVJAODg744osvsGzZMlH+5cuXsWHDBoPb0zWQZ+o6lm6LiIiIiIiIiIiIiIjIHDhAR5gxYwYGDBggylu+fLnO8i4uLqJ0Xl6e0W2q11HfpzXaIiIiIiIiIiIiIiIisgROcUkAgNmzZ2PXrl2q9NmzZ5GRkQEPDw+Nshyge2b69OkYNmyYUXXu3r2LQYMGqdJt2rRBaGioSfqjT25urmgapjZt2sDZ2dns7VLlxWOKTI3HFJkajykyNWsdU7du3TJ7G0RERERERGR5HKAjAM9uMHh6eqrWalMoFIiKikJ4eLhGWXd3d1H66dOnyM3NNeoGRXJysiitbSBQW1spKSkGtwE8W29OfYBOV1vG8vPzM2gqUX1cXFzg5uZmkv4Yw9nZ2SrtUuXFY4pMjccUmRqPKTI1Sx1TnP2BiIiIiIiocuIUlwQAsLGxQWBgoChP12CYt7c3PD09RXnGLl6fkJAgSoeEhGgtp56vXs/Ydry8vDT6TkREREREREREREREZEkcoCMVR0dHUVrfdJLq0zLevXvXqLZiY2P17s9c7TRq1Mio+kRERERERERERERERKbGATpSSU1NFaV9fHx0lm3SpIkofebMGYPbyc3NxbVr1/TuT1f+tWvX8PTpU4PbOnXqlEHtEBERERERERERERERWQoH6AjAs8E59bfNatSoobN87969RemjR48a3NaJEycgl8tV6bCwMPj7+2stW716dTRr1kyVlsvlOHnypMFtqffr5ZdfNrguERERERERERERERGROXCAjgAAGzduhFKpVKX9/f11TjsJAL169RJNiXnmzBncvn3boLZWr14tSkdEROgtr779119/Naid27dv49y5c6q0s7MzevbsaVBdIiIiIiIiIiIiIiIic5FauwNkfY8fP8bChQtFef3794dEItFZx8nJCUOHDsVvv/2mylu8eHGJg2fR0dHYvn27Ki2VSjFq1Ci9dUaPHo2FCxdCoVAAALZt24Y7d+4gJCREb73FixeL0sOHD4eDg4PeOuZWUFAgShu7pl5p5eTkIDExUZW+desWXFxcLNI2VU48psjUeEyRqfGYIlOz1jGlfr2ofj1JVFUwlqLKgscUmRqPKTI1HlNkaoyldOMAXSXyzz//IDo6Gv379ze4TlJSEvr374/Hjx+r8mQyGWbPnl1i3Xnz5mHjxo0oKioC8OzNuIiICAwYMEBr+fz8fEyYMAGFhYWqvNdeew1169bV205ISAjGjRuHVatWAQAKCwsxfvx4/PXXXzoH3Hbu3Cl6U08mk2Hu3LklfiZzu3fvnig9aNAg63SEiIiIiCqke/fuoUWLFtbuBpHFMZYiIiIiorIoj7EUp7i0sPv37yM+Pl7jKykpSVROLpdrLRcfH4/U1FSt+3706BEGDBiAZs2a4csvv8SdO3d09iM7OxvfffcdmjdvjosXL4q2ffrpp6hTp06Jn6VOnTp4++23RXlDhw7Fd999JxqEA56Ninfr1g2nT59W5Xl7exs8aDZ//nx4enqq0qdPn0b37t01ptUsKCjAsmXLMGzYMFH++++/j6CgIIPaIiIiIiIiIiIiIiIiMieJIAiCtTtRlQQHByMhIaFM+xg3bpzGOm4AcPToUXTt2lWU5+7ujiZNmsDHxweurq7IycnBvXv3EBkZCblcrrGPKVOm4McffzS4LwqFAv3798e+fftE+X5+fmjRogVcXV0RGxuLy5cvo/ihJpPJcPjwYbz44osGt3X06FH06tVLNPgnkUjQsmVL1KlTB5mZmbh8+TJSUlJE9fr164cdO3bA1tbW4LbMZefOnXzSk4iIiIhKbceOHRg4cKC1u0FkcYyliIiIiKgsymMsxQE6C7P0AJ2hnJ2d8fXXX2Py5MlG183JycGkSZOwadMmg8r7+flhzZo16N27t9Ft7d27F+PHj9cYhNNl5MiR+Omnn+Ds7Gx0W+aQkZGBY8eOqdK1atWCvb292du9e/euKJjdsWMH6tWrZ/Z2qfLiMUWmxmOKTI3HFJmatY6pgoIC0dR+nTt3hoeHh9nbJSpvGEtRZcFjikyNxxSZGo8pMjXGUrpxDbpKJDQ0FB9//DGOHTuGy5cvIy8vr8Q69evXx/jx4zF58mT4+PiUql0XFxds3LgRQ4cOxVdffYWzZ89qLefl5YURI0Zg/vz58PX1LVVbffr0wY0bNzB37lxs2rQJT5480VquXbt2+OCDDzBkyJBStWMuHh4e5WKUvl69emjcuLG1u0GVCI8pMjUeU2RqPKbI1Cx5TJW3dRKIrIGxFFVWPKbI1HhMkanxmCJTYyz1Lw7QWVh8fLzZ9u3v74/PP/8cAKBUKnHnzh3ExMTgwYMHyMjIQH5+PhwdHeHp6Ynq1aujdevWpR4o02bo0KEYOnQo4uLicPnyZTx8+BC5ubmoVq0agoKC0KFDB8hksjK34+fnhxUrVmDp0qU4deoUEhISkJSUBGdnZwQEBCAsLAy1a9c2wSciIiIiIiIiIiIiIiIyPQ7QVVI2NjZo0KABGjRoYPG2a9eubZEBMplMVuopPYmIiIiIiIiIiIiIiKzFxtodICIiIiIiIiIiIiIiIqpKOEBHREREREREREREREREZEEcoCMiIiIiIiIiIiIiIiKyIA7QEREREREREREREREREVkQB+iIiIiIiIiIiIiIiIiILIgDdEREREREREREREREREQWxAE6IiIiIiIiIiIiIiIiIgviAB0RERERERERERERERGRBXGAjoiIiIiIiIiIiIiIiMiCpNbuABGZn6+vL+bOnStKE5UFjykyNR5TZGo8psjUeEwRVU382ydT4zFFpsZjikyNxxSZGo8p3SSCIAjW7gQRERERERERERERERFRVcEpLomIiIiIiIiIiIiIiIgsiAN0RERERERERERERERERBbEAToiIiIiIiIiIiIiIiIiC+IAHREREREREREREREREZEFcYCOiIiIiIiIiIiIiIiIyII4QEdERERERERERERERERkQRygIyIiIiIiIiIiIiIiIrIgDtARERERERERERERERERWRAH6IiIiIiIiIiIiIiIiIgsiAN0RERERERERERERERERBbEAToiIiIiIiIiIiIiIiIiC+IAHREREREREREREREREZEFSa3dASIyr7i4OFy9ehUPHz5ETk4OqlevjqCgIISHh8POzs7a3SMLUygUuHv3LqKiovDw4UNkZmbC3t4enp6eqFu3Llq1agVnZ2drd5NIr6KiIpw6dQqJiYl49OgRXFxcUKNGDYSFhSE4ONja3SOiSsaS5xxetxGVL/ybpOIYS1FlwFiKiCyJsZQBBCKqlLZs2SK0b99eAKD1y8vLS5g2bZqQkpJi7a6SmSUkJAhff/210LdvX8HNzU3nMQFAsLW1FXr37i3s3r27VG3p27chX3Fxcab98GQ2c+fOLdPvety4cUa3mZycLEybNk3w8vLSud/w8HBh69atpv/ARFRuxMTECBs3bhQ++OADoXPnzoKrq6voPBAUFGSSdix5zuF1G1H5wr9Jeo6xFJkDYykishbGUuUPB+iIKpns7GzhlVdeMfjCzt/fX9i/f7+1u01mMnLkyFJf9Pfr109ISkoyqj0GlVWHpYPKvXv3Cn5+fgbvf/To0UJOTo55PjyZ3Lhx48p8/jA0oOB5qmI6cuSI0LNnT70BnimDSkudc3jdRlS+8G+SimMsRebCWIpMibEUlYSxVPm+buMUl0SViEKhwIgRI7B3715Rvq+vL8LCwuDu7o6YmBhcuXIFgiAAAB4/foyBAwfi8OHD6NixozW6TWYUHR2tNT8gIAAhISHw9/eHXC5HbGwsIiMjoVQqVWV2796NTp064dixY6hWrZqlukyk4ejRoxg0aBAKCwtVeRKJBC1atECdOnWQkZGBK1euIDU1VbV93bp1yMrKwo4dO2BjwyV3qxJHR0drd4HM4OrVqzh48KBF2rLUOYfXbUTlC/8mSR1jKaoMGEuRMRhLVU6Mpcr3dRsH6IgqkVmzZolOTHZ2dliyZAmmTJkCmUymyo+KisKkSZNw5swZAEBBQQEGDRqE69evo3r16hbvN1lGWFgYJk6ciJdffhl169bV2P7gwQN89tlnWLlypSovOjoaw4YNw/HjxyGRSIxqr23btti4caNRdWrWrGlUeSo/NmzYgHbt2hlc3sXFxaBy9+/fx+DBg0UXdx06dMBPP/2E0NBQVV5BQQF+/PFHfPDBBygqKgIA/Pnnn/j000+xaNEig/tFFd+QIUOs3QWyIHt7e9SsWRMxMTEm2Z8lzzm8biMqX/g3SfowliJzYixF5QVjqaqFsVQ5uW6z7gt8RGQqMTExgp2dnejV3R07dugs//TpU435eadOnWrBHpMltGrVSujbt69w4cIFg+t8//33Gq+Bb9iwwaC6xet07ty5lL2mikB9WpYjR46YpZ2JEyeK2gkPDxfy8vJ0lt++fbuovL29vRAfH2+WvpHppKSkCHFxcUZ/bdmyRfT7lkgkQkxMjN62ipdv27at0W0WFRVZ6KdCxX399deCnZ2d0Lx5c2HSpEnCjz/+KFy6dEkoLCwUjhw5YrJpWSx1zuF1G1H5wr9J0oaxFJkLYykyJcZSVBLGUuX7uo0DdESVxNixY0UnmvHjx5dY559//hFkMpmqjlQqLfE/Y6pYSju/95AhQ0THU58+fQyqx6Cy6rBEUBkdHS3Y2tqq2pDJZEJ0dHSJ9dTn4J8wYYLJ+0blw9SpU0W/65deeqnEOjxPVUzp6ek6gztTBZWWPOfwuo2ofOHfJGnDWIrMhbEUlQeMpaoOxlLl+7qNEwkTVQJ5eXnYunWrKG/mzJkl1qtfvz4GDRqkSsvlcqxfv97U3SMrCg4OLlW9GTNmiNJHjhwxQW+IjLN+/XooFApVevDgwQgJCSmxnvr5b/PmzcjPzzd5/8i68vLyNKZ+eu2116zUGzI3T09PODg4mLUNS51zeN1GVL7wb5J0YSxFFRljKdKHsVTVwliqfF+3cYCOqBI4cOAAnj59qkq3b98eDRs2NKjuhAkTROlt27aZtG9UMYWFhYnSeXl5yMjIsE5nqMravn27KK1+vtIlNDQUbdu2VaVzc3MttiAyWc7WrVuRmZmpSnt4eGDw4MFW7BFVdJY65/C6jah84d8kmRpjKSoPGEuRPoylyNQYS5UeB+iIKoH9+/eL0l26dDG47osvvgipVKpKX7lyBY8fPzZV16iCKn5MPFd8kVcic0tKSkJkZKQqLZVK0aFDB4Prq58H9+3bZ6quUTnxyy+/iNKjR482+1OBVHlZ8pzD6zai8oV/k2RqjKXI2hhLUUkYS5EpMZYqGw7QEVUCN27cEKXbt29vcF1nZ2c0bdpUlHfz5k2T9Isqrrt374rSUqkUPj4+VuoNVUXq57VmzZrB2dnZ4Prh4eGiNM9rlUtMTAyOHz8uyps0aZKVekOVgSXPObxuIypf+DdJpsZYiqyNsRTpw1iKTI2xVNlwgI6oErh165YoXa9ePaPq161bV5SOiooqc5+oYlOfz7lVq1awsTHuv4zExERMmDABjRs3hqenJ2QyGfz9/dG4cWO8+uqrWLlyJdLT003ZbbKiH3/8Ed27d0dAQAAcHBzg6uqK4OBgdO7cGZ988glOnDhh1P7Uz0M8r1Fxq1atgiAIqnSLFi3QvHlz63WIKjxLnnN43UZUvvBvkkyNsRQZi7EUWRJjKTI1xlJlo/nePRFVKOnp6RoX5oGBgUbtQ738nTt3ytwvqrhycnI0pjuIiIgwej9xcXGIi4sT5SUnJyM5ORlRUVFYt24d3nvvPUyePBkLFiyAi4tLmfpN1qW+wHRBQQFycnKQkJCA48ePY9GiRWjVqhW++OILdO/evcT9qT95bOx5LSgoSJROS0vDkydP4OnpadR+qPxRKBRYs2aNKK+0C5o/v/l1/vx5PHz4ELm5ufD09ISPjw/CwsLQqVMnDB06FF5eXqboOpVjljrn8LqNqHzh3ySZGmMpKg3GUmQpjKXIHBhLlQ3foCOq4NQXm3ZycjLqNWIA8PPzE6WLLxRLVc/s2bORlJSkSnt4eJhtuoPc3Fx88803aNmyZbl4rZzM6+LFi+jZsyc++eQT0RN72qif29TPUyVxcXHRmEOf57bKYf/+/Xjw4IEq7ejoiFGjRpVqX3FxcVi9ejWioqKQkZGBoqIi0Y2vqVOnIjAwEO+++y5ycnJM9RGoHLLUOYfXbUTlC/8mydQYS5G5MJYiU2AsRebAWKps+AYdUQWn/p+co6Oj0ftQr5OdnV2mPlHFtX37dnz33XeivM8//9yoJ56kUik6duyI7t27o1mzZqhZsyZcXV2Rk5ODxMREnDhxAmvXrkVycrKqTnR0NLp3746zZ89qPDlD5VtAQAD69OmDNm3aIDQ0FF5eXrCxsUFaWhouX76M3bt348CBA6rygiBg0aJFUCqV+OKLL3Tu11Tntvz8fFWa57bKYdWqVaL0kCFD4OHhYbb2nt/82rt3L7Zt24bGjRubrS2yHkudc3jdRlS+8G+STImxFBmLsRRZGmMpMgfGUmXDATqiCk795KT+xIEh1E9OfLKlaoqMjMTYsWNFeT179sS0adMM3sfChQsxefJknU/LNG/eHAMGDMCCBQswf/58LF68WPX0X1JSEgYPHoyLFy9CIpGU/oOQRbRp0wYHDhxAjx49dP6+wsPD8cYbb+DixYsYNWqUaOqA//73v2jXrh0GDhyota6pzm1PnjzRuU+qeFJSUvDnn3+K8kozJQtvfpE6S51zeN1GVL7wb5JMhbEUGYOxFFkDYykyF8ZSZcMpLokqmdJcjPMCnhITE9G3b1/Rf0xBQUH4/fffjTo+PvnkE4NeZXdwcMAXX3yBZcuWifIvX76MDRs2GN5xspo+ffqgZ8+eBh0frVq1wtmzZ1G/fn1R/qxZs6BQKAxqj+c2AoC1a9eiqKhIla5bty46d+5s1D4WLlyIBw8e4MiRI/jkk0/Qv39/hIWFoV69eqobX//3f/+HhIQEzJo1S3QcPb/5VdK0QlTxWeqcw3MbUfnCv0kqDcZSZCzGUmQNjKXIUspzXFQez20coCOq4NQXg87LyzN6H+p1uMB01ZKcnIwePXqI5iGvVq0aDh06BF9fX7O2PWPGDAwYMECUt3z5crO2Sdbh5eWFDRs2iC6Gbt++jSNHjmgtz3MbafPrr7+K0hMnTjT6Aps3v0gbS51zeG4jKl/4N0llxViKLIGxFJkCYykyF8ZSZcMBOqIKrrKenMgy0tPT0b17d0RHR6vyfHx8cPjwYYSEhFikD7Nnzxalz549q7HwK1UOLVq0QM+ePUV5+/fv11qW5zZSd/bsWdy8eVOVtrW1xfjx483eLm9+VQ0MKomqJv5NUlkwliJLYixFZcFYisyJsVTZcICOqIJzd3cXpZ8+fYrc3Fyj9lF8XmgAZl0glsqPzMxM9OzZE9evX1fleXp64tChQxZduLdNmzbw9PRUpRUKBaKioizWPllW7969Relr165pLad+bktJSTGqnZycHI0LL57bKrZffvlFlH755ZdRo0YNi7TNm1+Vn6XOObxuIypf+DdJpcVYiqyBsRSVFmMpMifGUmXDATqiCs7b21t0QQ48mwPfGAkJCaK0pZ72I+vJzs5G7969cenSJVWem5sb9u/fj+bNm1u0LzY2NggMDBTlGfufOVUcwcHBorSu37X6eUj9PFUS9fJeXl4a50qqOHJzc7Fp0yZRXmkWNC8t3vyq/Cx1zuF1G1H5wr9JKg3GUmQtjKWoNBhLkbkxliobDtARVQKhoaGi9N27d42qHxsbq3d/VLnk5uaiT58+OHv2rCrPxcUF+/btQ5s2bazSJ0dHR1G6NK+pU8Vg6O/a1Oe1Ro0aGVWfypctW7YgOztblfb390e/fv0s1j5vflV+ljzn8LqNqHzh3yQZg7EUWRNjKSoNxlJkboylyoYDdESVQJMmTUTpM2fOGFw3NzdXY1oE9f1R5ZGXl4d+/frh5MmTqjwnJyfs2bMH4eHhVutXamqqKO3j42OlnpC5Gfq7Vj8PXbt2DU+fPjW4nVOnTundH1Us6lOyjB07FlKp1KJ94M2vys2S5xxetxGVL/ybJEMxliJrYyxFpcFYisyNsVTZcICOqBJQn4f86NGjBtc9ceIE5HK5Kh0WFgZ/f39TdY3Kkfz8fAwYMEB0fDg4OGDXrl3o1KmT1fqVmpqq8QSLpeZCJ8s7d+6cKK3rd129enU0a9ZMlZbL5aKbISVRPw++/PLLhneSypXo6GiN370lp2R5jje/KjdLnnN43UZUvvBvkgzBWIrKA8ZSZCzGUmQJjKXKhgN0RJVAr169RE+jnDlzBrdv3zao7urVq0XpiIgIU3aNyonCwkIMHjwYhw8fVuXZ29tjx44d6NatmxV7BmzcuBFKpVKV9vf3LxevmJPp5efnY9u2baK8Ll266Cyvfj769ddfDWrn9u3bouDV2dkZPXv2NLyjVK6sWrVKlO7YsSMaNGhg0T7w5lfVYKlzDq/biMoX/k1SSRhLUXnAWIpKg7EUWQpjqdLjAB1RJeDk5IShQ4eK8hYvXlxivejoaGzfvl2VlkqlGDVqlMn7R9Yll8sxfPhw7Nu3T5VnZ2eHrVu3olevXlbsGfD48WMsXLhQlNe/f39IJBIr9YjMafHixXjw4IEqbWtri759++osP3r0aNja2qrS27Ztw507dwxqp7jhw4fDwcGhFD0ma1MoFFi7dq0ozxpPfPLmV9VgqXMOr9uIyhf+TZI+jKWovGAsRcZiLEWWxFiqDAQiqhRiYmIEOzs7AYDqa+fOnTrL5+XlCeHh4aLyU6dOtWCPyRLkcrkwfPhw0e9ZKpUK27ZtM2k7t2/fFnbt2mVUnUePHgmtWrUS9U0mkwkxMTEm7RuZ3tq1a4WkpCSj6qxcuVKQSCSi3/drr71WYr2JEyeK6oSHhwt5eXk6y+/YsUPjmIqPjzeqr1R+7Nq1S/T7dHV1FXJycizah6SkJMHf31/Uj0mTJlm0D6TfkSNHRL+foKCgUu/LUuccXrcRlS/8myRtGEuROTCWIkthLEWGYCxlfRygI6pEPvjgA9HJxs7OTli2bJlQUFAgKhcVFaVxYvL29hYePnxopZ6TuYwdO1b0ewYgfPnll0JcXJzRX/r+U33+H3rTpk2FxYsXC9HR0TrLZmVlCcuWLdO4SAMgfPbZZ+b4MZCJde7cWXB0dBTGjh0r7N69W+9F/oULF4SIiAiN33VAQIDw6NGjEtu6d++e4OnpKarboUMH4datW6Jy+fn5wrfffqtxkTZ79uwyf16ynoEDB4p+n5MnTy71vnjzq+K7d++e1v+fNmzYoHF+0fV/WUpKSoltWOqcw+s2ovKFf5OkjrEUmQNjKbIUxlJUHGOp8nvdJhEEQQARVQoKhQL9+/cXTb8BAH5+fmjRogVcXV0RGxuLy5cvo/ifvkwmw+HDh/Hiiy9austkZqac3uTIkSM657g/evQounbtKspzd3dHkyZN4OPjA1dXV+Tk5ODevXuIjIwULcr63JQpU/Djjz+arL9kPl26dMGxY8dUaRsbG4SEhCA4OBju7u6wtbVFWloaIiMj8fjxY436Xl5eOHbsGJo0aWJQe0ePHkWvXr1QWFioypNIJGjZsiXq1KmDzMxMXL58GSkpKaJ6/fr1w44dO0TTLFDF8fjxY9SsWVN0vjh37hzatGlTqv09P081bdoUr776KiIiIhASEqK1bHZ2NtasWYOFCxdqHMOfffYZ5syZU6o+UNkEBwcjISGhTPsYN26cxtoD6ix1zuF1G1H5wr9JUsdYisyBsRRZAmMpUsdY6plyed1mzdFBIjK97OxsYcSIERpPWOn68vPzE/bt22ftbpOZGHocGPJ15MgRne2ovxJvzJezs7OwcuVKy/1QqMw6d+5c6t93t27dhHv37hnd5p49ewRfX1+D2xk5cqTFp+8g0/ryyy9Fv9MmTZqUaX/azlPu7u5Chw4dhIEDBwqvvvqqMGjQIKFly5aCVCrVelxNmTLFRJ+OSiMoKKjM/5eNGzfOoLYsdc7hdRtR+cK/SSqOsRSZA2MpsgTGUqSOsVT5vW7jAB1RJbVlyxahXbt2Ok9KXl5ewrRp04Tk5GRrd5XMyFJBZVJSkvDxxx8LHTp0EBwdHQ3aX/369YVFixaV+Io8lT/btm0TRo0aZfAFnrOzsxARESEcPny4TO0+fvxYeP311zWmTCj+1a5dO2Hr1q0m+qRkTQ0bNhT9br/++usy7Y83vyo+SwaVgmDZcw6v24jKF/5NkiAwliLzYCxFlsBYitQxliq/122c4pKokouLi8Ply5fx8OFD5Obmolq1aggKCkKHDh0gk8ms3T2qhJRKJe7cuYOYmBg8ePAAGRkZyM/Ph6OjIzw9PVG9enW0bt0avr6+1u4qmUBGRgZu3ryJe/fu4fHjx3j69CmUSiU8PDzg6emJ0NBQNGvWzKRToxQWFuLUqVNISEhAUlISnJ2dERAQgLCwMNSuXdtk7ZD1nDp1Ch07dlSlZTIZHjx4AB8fn1Lv8/Hjx/j2229x7NgxXL58GXl5eSXWqV+/PsaPH4/JkyeXqW2q2Cx5zuF1G1H5wr9JsjTGUlULYykyB8ZSVJ4wlioZB+iIiIiIqErhzS8iIiIiIiLjMZYiMi0O0BERERERERERERERERFZkI21O0BERERERERERERERERUlXCAjoiIiIiIiIiIiIiIiMiCOEBHREREREREREREREREZEEcoCMiIiIiIiIiIiIiIiKyIA7QEREREREREREREREREVkQB+iIiIiIiIiIiIiIiIiILIgDdEREREREREREREREREQWxAE6IiIiIiIiIiIiIiIiIgviAB0RERERERERERERERGRBXGAjoiIiIiIiIiIiIiIiMiCOEBHREREREREREREREREZEEcoCMiIiIiIiIiIiIiIiKyIA7QEREREREREREREREREVkQB+iIiIiIiIiIiIiIiIiILIgDdEREREREREREREREREQWxAE6IiIiIiIiIiIiIiIiIgviAB0RERERERERERERERGRBXGAjoiIiIiIiIiIiIiIiMiCOEBHREREREREREREREREZEEcoCMiIiIiIiIiIiIiIiKyIA7QEREREREREREREREREVkQB+iIiIiIiIiIiIiIiIiILIgDdEREREREREREREREREQWxAE6IiIymEQiUX116dLF2t2pELp06SL6uZnavHnzRPs/evSoydsgw6xevVr0u1i9erW1u0Q6qP/daPuKj483aF9yuRxHjx7F999/jy+++AI///wzoqKiytS/yMhIzJs3D/PmzcM333xjdH31Y1HbF88VRERElsVYyniMpaoOxlIVB2MpnivItKTW7gARUUUQHByMhIQEvWVsbGzg7u4ODw8PhIaGonXr1hgyZAiaNm1qoV4SEZElbdiwAR988AEePnyosa1du3ZYsWIFmjdvbtQ+5XI5xo4di2vXrgEAvv/+e1N0lYiIyGoYSxERkTrGUkTP8A06IiITUSqVePLkCeLi4rB3717Mnz8fzZo1Q+fOnXHr1i1rd4+IiEzoiy++wKhRo7QGlABw9uxZdOzY0einK5cuXaoKKFu3bo3XX3+9rF0lIiIq9xhLERFVHYyliP7FAToiIjM7fvw4WrRogR07dli7K0REpMWGDRsQFxcn+qpZs6bO8n///Tc++eQTVdrW1hadO3fGK6+8giZNmqjyc3NzMWLECKSkpBjUj/v372PevHmqff7www+wsTH+cn3o0KEan+ftt982ej9ERETWxliKiKh8YyxFVDac4pKIqBQ2bNiAdu3aifIUCgXS0tJw+fJlrFmzBmfPnlVty8/Px8iRI3HixAm0atXK0t0lIiI9qlWrhuDgYIPLz5w5E4IgAAC8vb1x4MABtGzZUrV95cqVeP311yEIApKTk/G///0PixcvLnG/b7/9NnJycgAA06dPR4sWLYz7IP+fi4sLXFxcRHkeHh6l2hcREZGpMZYiIqo8GEsRlQ3foCMiKoXnFyDFv+rWrYs2bdrg9ddfx5kzZ7Bs2TLRQtb5+fl49913rdhrqozmzZsHQRBUX1xwnsi8bty4gYsXL6rSy5cvFwWUADBlyhRMmjRJlf71119VQague/fuxbZt2wAA1atXx8KFC03YayIiovKDsRSVF4yliCyLsRSRJg7QERGZyRtvvIH33ntPlHfy5ElcuXLFSj0iIqKyOnnypOp7X19fDBkyRGu56dOnq75PSUlBdHS0zn3m5eXhjTfeUKW//vpruLm5maC3REREFRNjKSKiyoexFJEmDtAREZnRxx9/DDs7O1HewYMHrdQbIiIqq5iYGNX3LVu2hK2trdZyzZo1g4ODg9Z66hYuXIi4uDgAQM+ePTFixAgT9ZaIiKjiYixFRFS5MJYi0sQ16IiIzMjLywutWrXCmTNnVHlRUVFG7yc5ORnnzp3Do0ePkJqaChcXF/Tu3Rv169fXWy8/Px9nzpxBYmIiUlJSIAgCfH19Ua9ePbRr1w5SqWn/G7h16xZu3LiBBw8eQC6Xo0aNGmjVqlWJ/TRUbGwsLl68iJSUFGRmZsLT0xP+/v5o3749qlevbpI2srOzcerUKTx48AApKSmwt7eHn58fQkNDERYWJppqpzKKjo5GZGQk7t+/D7lcDl9fX7Rs2RJNmzYt874TEhJw5swZPHr0CAqFAgEBAahfv77GlBaWlpOTg8jISNy+fRsZGRnIy8uDg4MD3NzcEBgYiPr166NOnTplbkcQBJw/fx537tzBw4cPIZPJUK1aNXTs2FHvItqGuHfvHm7duoXY2FhkZWVBoVDA09MTfn5+aNu2LQICAsrcf3VFRUU4ffo0EhMTkZSUBKVSicaNG6Nfv34l1o2KisL169eRkpKCrKwseHl5oXr16ujYsSO8vb1N3ldTysjIUH2vr682Njbw8vLCw4cPNeoVd/v2bfzvf/8DADg4OOD77783WV+JiIgqMsZSjKUqGsZSjKUMxViKsRSRikBERCUKCgoSAKi+jhw5YnDd4cOHi+r26dNH7/6DgoJU+cePHxe6d+8u2NraivYBQPj66691tnn27Fmhf//+gqOjo0a9519ubm7C1KlThQcPHhj8WYrX79y5syr/999/F1q2bKmzrWbNmgl//vmnwe0UV1BQICxbtkwICQnRuX8AQlhYmLB+/XpBqVSWqp1Tp04JvXr1Euzs7HS24efnJ7z//vtCamqqwfvt3LmzaB+G+vbbb0W/dzs7O+GXX37RKDd37lyDj824uDhR2XHjxqm2/fnnn0K7du10fvY6deoIv//+u8H9L+7vv/8W2rRpo3Pf9evXF5YvX64qP27cONH2uLi4UrVbkitXrgiDBw8W7O3t9R5bAARfX19h5MiRwtGjR3Xu79dffxXV+fXXXwVBEASFQiF89dVXQu3atXXu/8UXXxTOnj1rcN8LCgqEXbt2CePGjRNq1apVYv/r168vfP/990JeXp7Bbeg6ttLS0oTp06cLXl5eGu288MILOveXmpoqzJw5UwgICNDZTxsbG6Fjx47CoUOHDO5naRjzd6NuxowZqnrDhw/XW9bX11dV9o8//tBapmvXrqoy8+fPN+ZjGKUsn5mIiKgsGEs9w1iKsVRpMJZiLCUIjKUYS1FlxgE6IiIDlCWoHDZsWKmCyjlz5gg2NjY6L760BZW5ubnCyJEjS7zALP7l5OQkbNmyxaDPoh5UyuVy4dVXXzW4rQkTJghyudzgn92tW7dKDCbVv9q3by8kJSUZ3EZhYaEwceJEo9pwd3cXdu3aZdD+jQ0q5XK56KIVgODp6Sn89ddfWsuXNaiUy+XCG2+8YfBnnzFjhsGBu1KpFN555x2D9z1gwAAhJyfHIkHl4sWL9f596foaPXq0zn1qCyofP36scQzo+rKzsxPWrVtnUP/ffPNNo/sOPAv6YmJiDGpD27F18uRJvUGhrqByzZo1gpubm1F9ffXVV4WCggKD+mqssgRY8+bNU9Vr2bKlznKZmZmCRCJRlT1+/LhGmbVr16q2h4SECPn5+aX5OAZhUElERNbCWOqZ4vUYSzGWKgljKcZSzzGWYixFlRunuCQiMrP79++L0j4+PiXW+eabb7BgwQJVOigoCE2aNIGbmxseP36sdXH0lJQU9O7dG5cvXxblOzo6IiwsDDVq1ICtrS3u3buHCxcuoKioCADw9OlTDB8+HD///DMmTpxo1Gd7++238fvvv6vS9evXR2hoKGQyGeLj43Hp0iUolUrV9l9//RUFBQVYt25difu+fPkyevTogfT0dFG+t7c3WrVqBS8vL9V0NTk5OartZ86cQfv27XHs2DHUqlVLbxtFRUXo27cvDh06JMqXSqVo3bo1atWqhby8PERFRYnmPM/MzERERARWrVqFsWPHlvhZDJWVlYURI0Zg//79qry6detiz549aNCggcnaKe7tt99WTQMhkUjQrFkz1KlTB/b29khISMCFCxcgl8tV5b///ns0btwY06ZNK3Hfb731Fr777jtRnkQiQfPmzVG7dm1IJBLExsbi6tWrEAQBu3btwpQpUzTWGjG1devWYebMmRr9aty4MerUqQM3NzcUFBQgMzMT//zzDxITEyEIgtHt5OXloV+/frhw4QIAwN7eHq1atUJAQAAUCgVu3bolmqapqKgI48ePR5MmTdCsWTO9+y7+dwUATk5OCA0NRfXq1eHm5obCwkIkJSUhMjIS2dnZqnKRkZHo2rUrrly5Ai8vL6M+T2xsLD788EPV36SzszNat26NatWqIScnB3fu3NFa7z//+Y/ofAY8+3k3aNAAISEhcHV1xZMnT1RTLj33+++/49GjR9i/f7/Jp5AqixYtWqi+v3r1Kh49eqR1Wqi9e/eqjhsbGxs0b95ctD0jIwMffPCBKr18+XLY29ubp9NEREQVFGMpxlKGYizFWIqxFGMpogrJmqODREQVRWmf+kxPTxdkMpmo7hdffKF3/46OjoJUKhXw/59g1DZVQ35+vmg6FYVCIXTr1k3UTo0aNYRVq1ZpfYroyZMnwuzZs0VPvTk4OAhXr17V+3mK79/T01P05NP58+c1yt+/f1945ZVXNJ7m+umnn/S2k5WVJdStW1dUx8/PT/j999+FoqIiUdm8vDzhm2++EZycnETlX3zxxRKfMP3www9FdSQSiTB9+nQhOTlZo+zJkyeFpk2biso7ODgIkZGRetsw9KnP+Ph4oUmTJqKyHTt2FFJSUvTuvyxPffr4+Ki+nzRpknDv3j2NOvfv3xf69Okjqufm5ibk5OTo7dfOnTs1fu9Dhw4V4uPjtX72wYMHa+0XYNqnPhUKhVCjRg3R/t944w3h0aNHOuukpaUJGzZsEAYMGCCMHTtWZzn1pz6ffw5HR0fhyy+/1PozO3funFCvXj1RvZdeeqnEzzFjxgyhbt26wvz584WLFy8KCoVCa7nCwkJh8+bNQp06dURtjBgxosQ21I8tV1dX1d/+ihUrtJ5bYmNjRenVq1eL9mFjYyO8+eabQkJCgkZdpVIpbN++XQgMDBTVmTVrVol9NVZZnoDMzMwUnJ2dVXXHjBmjtUz9+vVVZTp16qRRZurUqartI0eOLMvHMQif+iQiImthLPUMYynGUoylGEsxlmIsRaSOA3RERAYobVD50UcfaVxYX7x4scT9AxD69etn8JQEX375pahuixYtDJrbf8uWLaJpA7p27aq3vHofnwdvT58+1Vvv/fff1whK0tPTdZZ/9913ReWrVasmREdH623j2LFjGutEfPfddzrLX716VfTZAQjffvut3jays7M11hZo3bq13jqGBJVnz54V/P39ReVeffVVg6ZoKEtQ+fyr+JoF2hQVFWmsi/Hzzz/rLV+zZk1R+bfeeqvEzzJ9+nSt/TNlUHnu3DnRvouvHWEIfce6elAJQHB2dtZ6w6W4hIQEVcAGPLu5cefOnRLr6AoktUlPTxeaN28uCu5Kmp5F/dgCIHh5eQnXr183qM34+HjR36S9vb2wb9++Eus9fvxYFGjb2tpqBKtlVdYAS30qo6FDhwrHjh0T/vnnH2Hbtm0aN6C2b98uqn/u3DnVTT13d3e9NzVMhUElERFZC2OpZxhLMZZiLMVYirEUYykidRygIyIyQGmCyhUrVmgELeHh4Qbt39fXV0hLSzOob0+fPhUtnuvu7i48fPjQ4M+mfiF/6dIlnWXVLzBdXFyE+/fvl9iGXC4XWrRoIar71VdfaS2bmZkpusAGYPCi6P/73/9E9erWravzwnvs2LGiskOGDDGojYSEBNETXwCEY8eO6SxfUlC5ceNGwcHBQVRm3rx5BvVFEMoeVI4aNcqgdnbv3m1wvc2bN4vKNmvWTONpXW0KCwuFxo0bmzWoVO+boceWIbQFlStXrjSo7gcffFCqesa4ePGiqI2FCxfqLa8tqFy7dq3B7amv/1HSzYvizp8/L6r75ptvGlzXEGUNsDIzM4Xg4GCtN0HUv4YNGyaqK5fLhbCwMNV2fTe/TIlBJRERWQtjqWcYSzGWYiylG2MpMcZSjKWo6rABEREZLSkpCfHx8aKvmJgYXLx4EStXrkTHjh0xbdo00Vzr9vb2WLJkiUH7nzJlisFzmm/YsEE01/g777yjdQ5vXd5//31ReteuXQbXnTp1KgICAkosZ2tri3nz5onyVq9erbXstm3bRPO8t2/fHv369TOoP2+//bbos8fExODkyZMa5QoKCrBp0yZR3qJFiwxqIzAwUGPNAF2fpSQLFy7EyJEjkZ+fD+DZMbJ+/XrMnTu3VPsrjTlz5hhUrmfPnpDJZKq0trU7ntuwYYMoPXPmTIPmvbezs8OsWbMM6o+pJCcnm23fAQEBmDBhgkFl1Y9xfT/f0mrZsiWCgoJU6dOnTxtVv1atWhg9erRBZXNzc7Fq1SpVuk6dOpg6darBbbVu3RovvviiKm3MeckS3Nzc8Pfff5e4nsnQoUPx22+/ifKWLVum+v22atVK43wil8vxww8/4KWXXoKfnx/s7e0REBCAIUOGYM+ePab9IERERFbAWOoZxlLPMJYSYyz1DGMpxlKMpaiq4AAdEVEpjBw5ErVr1xZ91atXD61bt8bUqVNx6tQpUXl7e3usW7cObdu2NWj/gwYNMrgv6otyjxgxwuC6wLOLvcDAQFX6xIkTBtcdNWqUwWVffvlleHp6qtI3btxARkaGRjn1IPDVV181uA2pVIqRI0fq3R8AXLhwAQUFBap069atUb9+fYPbUV/MXFsb+hQWFmLs2LGYM2eO6saDr68v/v77b43+m1OdOnXQsGFDg8ra2dmhbt26qrS+YOzMmTOiehEREQb3afDgwWZdxFr9837xxRdISkoyS1u9evUy+LOEhoaK0qUNdgVBQE5ODh49eqRx4ys+Ph6+vr6qsrdu3TJq3wMGDICNjWGXjidPnkReXp4qPXToUIPrPte1a1fV9wkJCUhMTDSqvrnVrl0bkZGR+Pbbb9GxY0d4eXnBzs4ONWrUwODBg7F7925s2bJFtFj5w4cP8Z///AfAs8XOf/jhB9HP5f79+2jRogWmTZuGI0eOICUlBYWFhXj48CG2bduGfv36Yfjw4SgsLLT45yUiIjIVxlLPMJbS3YY+jKV0Yyz1DGMpxlKMpagiMd9Zm4iIAADh4eH48ccf0aRJE4PK29raolmzZgbvv3hAI5PJYG9vj/j4eKP66OXlpbpgi4mJMaiOg4ODUf2USqVo0aIF/vrrLwDPLn4vXbqEbt26icpdvHhRlA4PDze4jefliz9de+HCBY0yZW2jSZMmcHNzQ1ZWFgDgzp07yMzMhLu7e4l109LSMGjQINHvLTQ0FHv27EHt2rWN6kdZNWrUyKjyxW8KZGZmai3z+PFjUZDWqFEjODo6GtyGk5MTGjVqhGvXrhnVN0M1bdoUTZs2xfXr1wEAd+/eRcOGDTF+/HgMHToU7dq1M1lQa8zPt/jPFtD981VXWFiIgwcPYtu2bbh8+TJu374tumGiz5MnTwzuHwCEhYUZXFb9RkuNGjWMPi8Vf8oYAGJjY0U3wMoDe3t7vPnmm3jzzTcNKv/OO++onmqfPn06WrZsqdqWk5ODrl274u7du6p99+nTBwEBAbh+/TqOHTsGANiyZQtsbW01nq4mIiKqjBhLPcNY6hnGUvoxlnqGsRRjKcZSVJFwgI6IyERsbGzg6uoKDw8PNGzYEG3atMHgwYPRvHlzo/bj7u6ucTGli1KpxMOHD1XpwsJC0ZN5pZGenm5QuTp16hh98R0SEqIKKgHtT7ap5xnzNCag+VSfOdqQSCSoX7++KDhNTk42KKhs27atKHDv3r07tm7dalBdU1MPZEpiZ2en+l4ul2stk5qaKkoXnwbEUIGBgWYLKgFg5cqV6Nq1q2o6nMzMTCxduhRLly6Fs7Mz2rZti/bt26Njx47o0KEDXF1dS9WOMT/f4j9bACgqKiqxzs6dO/Huu+8iLi7O6L4Bhgeuz/n5+Rlc9t69e6L0O++8g3feeceo9tQZem4qrw4cOIAtW7YAAKpVq4aFCxeKts+ZM0cVUPr5+eHvv/9G48aNVdvXr1+PMWPGQKlUYuPGjRg1ahT69+9vuQ9ARERkRoylSsZYirGUIRhLMZbShrEUYykqvzhAR0RUCkeOHEGXLl3Msm9jLmCfPHkCpVJp0vaLr1mgj5ubm9H7Vg+ctF0kFn8STSqVwsnJyaxtaKtjqna0KR5QSqVSfPnll1YJKAEYPU2GIdSn2ilNQFaaY8sY7dq1w6lTpzBp0iSN9Qlyc3Px999/4++//wbw7Mm73r1744033kD37t2NasccP9/nvvnmG7z77rtl2kfxdV0MYczvMi0tzdjulMjQc1N5lJ+fjxkzZqjSX3/9tejvPjs7Gz///LMq/e2334oCSuDZNFhHjx7FTz/9BABYsmQJg0oiIqqQGEsxlmIspR1jqX8xljItxlKMpaj84hp0REQVmDXnzpZIJGbfh7naUL+YtsRnea74RaBcLke3bt1w9uzZMrdfXhSfIx4o3TFqieO6RYsWuHTpEg4ePIgJEybonO6joKAAO3fuRI8ePdCvXz+zBEvGOnfuHN5//31RXnBwMD7++GPs3r0bUVFRSE9PR15eHpRKJQRBUH117tzZIn00x+/Q2CC4PFm0aJHqhlKPHj3wyiuviLYfO3YMOTk5AJ49LTxkyBCt+5kyZYrq++PHj1foQJuIiMjaGEuVrg3GUubDWMr8GEtVPIylqLLjAB0RUQXm7e0tStevX190AVnaL0MYO6WDtjrapq0onldUVCRaHNlUbXh5eemtY6p2tNm2bZtosfYnT56ge/fuGgvUV1TqPwdj5+YHLDf9hkQiQY8ePbBq1SrVwtmbN2/Gm2++qfHEHQDs2bMHffr00TkljaXMnz9f9LT3lClTcOfOHXz++efo27cvQkND4enpCQcHB42bHc/X+jA3Hx8fUfr06dNlPi+NHz/eIn03tejoaHz55ZcAnt10+f777zXKXL58WfV9ixYtdE551bx5c9W0XUqlElevXjV9h4mIiKoIxlKla4OxlPkwljI/xlIVC2Mpqgo4QEdEVIHJZDLRRXxcXJxB862bQmxsrNEX13fu3BGltc3Drp4XHR1tVBv//POP2dsQBEHjs/j6+hpUVyqVYu3ataKFkHNzc9GvXz9s3brVqH6URzVq1BBdED9fQNwYN27cMGWXDFarVi0MGzYM3377LW7cuIHo6GjMmDFDNL3K+fPnsXr1aqv0D3h2rBRfe6ROnTr4/vvvDV7D5NGjR+bqmoi/v78obezfWGUyY8YM1WLzs2bNQkhIiEaZlJQU1ffqP7vipFKp6GZi8XpERERkHMZSmhhLWRdjKfNiLFXxMJaiqoADdEREFVx4eLjq+6KiIhw9etQi7ebn5yMyMtLg8nK5XPRkk0QiQcuWLTXKtWrVSpQ+ffq0Uf1SL9+6dWuTt3Hz5k3RU58hISHw8PAwuL5EIsG3336LuXPnqvIKCwsxYsQI0dzpFZGjoyNeeOEFVfrx48e4deuWwfVv3rypdTF6awgJCcF3332H//73v6L87du3W6lHQEJCgmjKk969exscUMbGxiIpKclcXRMpfl4CgIMHD1qk3fJm/fr1OHz4MACgXr16mDVrltZy+fn5qu9LevK++Pbi9YiIiMh4jKXEGEtZF2Mp82IsVbEwlqKqggN0REQVXK9evUTp54veWsKGDRsMLrtv3z7RFB1NmjTRGoh17NhRlF63bp3BbSgUCo0+qe8PeBZUFp/f//z58xpPcerz22+/ldiGIebNm4elS5eqps5QKpWYPHmyagqHikp9AXBjjsmVK1eaujtl9tprr4nScXFxVuqJ5sLxxRfHLokln1bt1q0bbG1tVeldu3aVm5sFlpKZmSla32L58uVwcHDQWrb471Hfk7lFRUWitTuMuZlFREREmhhL/YuxVPnAWMp8GEtVHIylqCrhAB0RUQU3ZswY0YXFli1bRNM2/L/27j6myvr/4/gLA02Co54gNHUnxTvIe8K7CFxFqEtt2DTMNJeVzk3TpcxuJrTWjM15Nw6r5tTMbK7UyiZ/pExFoTyZmiC5HOLkxkRDoEIBr98f7Xt+XgJyjnIuUJ6PjY3r4vpc1+c6cM7O67w/fD6+9Mknn6i4uLjZ427cuKGUlBTTvjlz5jR6bGJiooKDg93bhw8f1t69ez3qz/r161VSUuLe7tu3b6OB78EHH9T06dNN+9577z2PrnHhwgU5nU7TvqbuxROLFi3Sli1bTCP3kpOTmxwddi944403TFOZpKenezTVyokTJ5SRkeHLrt2RW0dV3rp4u5VuXZeioKDAo3ZFRUVav369L7rUqG7duunll192b1dXV+vtt9+27PptwbvvvuseZTtjxgzFx8c3eWx4eLj7+2PHjrmncbmVy+UyTb11czsAAOA9stT/I0u1DWQp3yFL3TvIUmhPKNABwD2ua9euWrZsmWnfiy++qOzsbK/OU19fr507d3q1qHR1dbWSkpKaXXx8+fLlpilZgoODNXfu3EaPtdlsDUbZvfbaazp79uxtr3H48OEGwXDJkiWmcHPrz25e9HnHjh3NBpq///5bM2bMUHV1tXtfVFSU4uLibtuuOa+88op27txpGhH28ccf68033zQtYH2v6Nu3r2bOnOnevn79uhISEnTy5Mkm25w4cUITJkzw+bof3377rY4ePepVm88//9y0HRER0ZJd8kp4eLiCgoLc23v27Gk2sJeXlysxMdE0lZAVUlJSTAF869atSk5OVn19vVfnyc/P18GDB1u6ez7lcrncryc2m01r1qy57fE3f/hVWVnZ5Gj3m1+jQkNDNWDAgBboLQAA7RdZ6j9kqbaDLOU7ZKl7A1kK7Q0FOgC4DyxfvlzPPfece7uiokLjx4/XwoULGyz0fbPa2lodOXJEycnJCg8P17Rp01RZWenRNf830vTQoUOKjY1t9I16cXGxZs6cqdWrV5v2r169Wna7vclzp6amqk+fPu7t0tJSxcTE6KuvvmrwhrSmpkYbNmzQhAkT9M8//7j3jxs3TgsWLGjyGiNGjNDSpUtN+xYuXKhFixaZpj34n5ycHMXExJjWWOjUqVOLrXMwefJkZWZmymazufd9+umnSkpKsmyx+pa0bt069ejRw71dUlKiqKgozZs3T3v27FFeXp7y8vK0Z88ezZs3T0888YTKysoUEhKiZ555xmf9ysrK0qhRoxQdHa20tDQVFBQ0OU99VVWVVq1a1eDv5G5G+d6tjh076oUXXnBv19bWKiEhQZmZmQ2Ora+v1zfffKPo6GgdO3ZMfn5+pkWxfa1Pnz4NptlJS0tTTEyMvv/+e9XV1TXZ9ty5c0pPT9fTTz+txx9/XPv37/d1d1vMjRs3NH/+fPcHQh9++KHpudCYIUOGaOTIke7tpUuXKicnx3SM0+k0TQn16quvmj4YAwAAd4YsRZZqa8hSvkGWavvIUmiPPFsJEwDQpvn7+2vHjh2aNGmSO/TU19fL6XTK6XSqZ8+eGjx4sOx2u27cuKHKykpduHBBBQUFdxxYhg0bpsjISGVkZMjlcmnUqFEaOHCgIiIi1LFjRxUVFeno0aMNRi0mJSXp9ddfv+25bTabduzYofj4ePc88WVlZUpKStKiRYsUFRWlbt26qby8XLm5uaqqqjK1dzgc2r59u2ne9sZ89NFH+vXXX91vWA3D0IYNG5SRkaHRo0erV69eqqmpUV5env744w9T2w4dOsjpdGr48OEePFqeiYuL0/79+zVx4kRdunRJ0n+jUa9evaqdO3cqMDCwxa7la3a7XZmZmXr22Wfd91JXV6eNGzdq48aNjbYJCAjQtm3b9OWXX5r2++KNs8vlksvlUnJysmw2mwYPHqzQ0FAFBwerpqZG58+f1/Hjx02LiEvSrFmzGqxVYrWUlBTt3r3bPfq4pKREEydOlMPh0IgRIxQYGKjy8nIdPXrUtFbJO++8o+zsbB04cMCyvs6ePVtlZWVasWKF+7UgNzdXU6ZMUWBgoEaMGKGwsDB17txZVVVVKi8vV35+foP1Ie4lTqdTv/zyiyRp5MiRWrhwoUftVq1a5f5w8OrVq4qJidGTTz6pnj176tSpU6bRvaGhoe1umhsAAHyFLEWWamvIUr5DlmrbyFJolwwAQLMcDochyf2VlZXls/M7HI47Ps/169eNpUuXGg888ICpv55+BQYGGiUlJU2e/+Zj4+LijNraWuOll17y+Pxz5swx6urqPL6fvLw8Izw83Kt7GDVqlFFaWurxNa5du2bMnj3bq2vYbDZj165dHp0/Li7O1NYTBQUFRu/evU3txo0bZ/z1118Njl25cqXHf5uFhYUNfh/euJN7OXPmjBEbG9vsY+pwOIzc3FzDMAxj+vTppp9dvnzZq37ezuLFi+/ouSHJmD9/vlFbW9vkuTdt2mQ6ftOmTV717dbn1+1kZmYaQUFBHvd92bJlhmF49zv05m+rOXv37jW6d+9+x4/92rVr7/jajWnJe7tZaWmp0aVLF0OS0aFDB+Pnn3/2qv0HH3zg0ev0jz/+6HXffHXPAAA0hyz1n1vf65GlmkeWIkt56tbn1+2Qpe4OWYoshZbFFJcAcB8JCAjQ6tWrdebMGS1YsEBhYWHNtnn44YeVmJiozZs36+LFi81OH3Azf39/bd++XZs3b9awYcOaPG7o0KH67rvvtHnz5mZHYt4sMjJSeXl5Wrt2rfr163fbY4cNG6atW7cqJydH3bt39/gaHTt21JYtW3To0CHFx8crICCgyWNDQ0O1ZMkSnT171jQ1RksbOHCgDh8+rIEDB7r3HTlyRHFxce6Fku8V/fv314EDB/TDDz9ozpw5GjBggIKDg/XQQw+pf//+ev7557Vt2zadPn1ao0ePlqQGI/66dOnSYv1ZsWKFPvvsMyUmJnr0/OjcubOmTZumnJwcZWRkNFjkvLUkJCTI5XJp6tSpTY6K9ff3V0JCgvbt26e0tDSLe2g2YcIEFRYWKj09XcOHD292JG9AQIDGjRunlJQUnTlzRosXL7aop3dnyZIl7vUp5s+fr+joaK/av//++/riiy+afB2Ojo7WwYMHfTp1EQAA7RVZiizV1pClfIMs1TaRpdBe+RlGE5MFAwDuC6dPn9bJkyd1+fJlVVRUyN/fXzabTb1799agQYPUt2/fFpv2Ij8/X7/99ptKSkpUV1enHj16KDo62hSO7sbZs2flcrn0559/qqqqSl27dlVYWJjGjh2rRx99tEWuUVVVpUOHDqm4uFjl5eXq1KmTQkNDFRERoaioKOYpt0Dv3r114cIFSVJISIh7WhdfKCoq0u+//66ioiJVVFTo2rVrCgwMlN1uV0REhIYMGdLmp8O5ePGisrOzdf78ef37778KDQ1Vjx49NGbMGIWEhLR29xp15coV5ebmqrS0VFeuXFFtba2CgoL0yCOPaMCAARo0aJBPH/eUlBSlpqa6t7OysjR+/Pi7OmdlZaXWrFkjwzDk5+ent956644/EKmrq1N2drZOnTqlyspKhYSEaMyYMRo6dOgd988X9wwAwP2OLOUdslTrI0t5hyzlPbIUWQotq20MXQAA+ExERIQiIiIsuVZkZKQiIyN9dv7w8HCFh4f77PySFBwcrEmTJvn0GmhaYWGhO1BKUlRUlE+v53A45HA4fHoNXwsLC9O0adNauxtesdvt993zzGazaeXKlS1yLn9/f40fP57QBwBAKyNLeYcs1brIUt4jS7UNZCm0ZxToAABAm5GRkWHaHjt2bCv1BO1JWVmZzp07Z9rXq1evNjMNj7eqq6tVXl5u2ncvLxYPAACA5pGl0BrIUsDduTefKQAA4L5z/PhxrVu3zr3t5+enWbNmtWKP0F4kJSU12FdYWKjHHnvM+s60gK+//lpz585t7W4AAADAImQptBayFHB3OrR2BwAAwP0pPT1daWlpqqqqavbYffv2KT4+XtevX3fvmzx5ss+n4QEAAACAtoYsBQDtA/9BBwAAfOLSpUtKTU1VamqqpkyZotjYWA0ZMsS92Pbly5d17Ngx7dq1S1lZWaa2drtdTqezNboNAAAAAK2KLAUA7YOfYRhGa3cCAADcf1JSUpSamup1O7vdrt27d+upp57yQa8AAAAAoG0jSwFA+8AUlwAAwCfsdrv8/Py8ajNp0iT99NNPBEoAAAAA7RZZCgDaB/6DDgAA+ExxcbEyMzN15MgR5efn6/z586qoqFBNTY2CgoJkt9vVr18/xcbGaurUqRo6dGhrdxkAAAAAWh1ZCgDufxToAAAAAAAAAAAAAAsxxSUAAAAAAAAAAABgIQp0AAAAAAAAAAAAgIUo0AEAAAAAAAAAAAAWokAHAAAAAAAAAAAAWIgCHQAAAAAAAAAAAGAhCnQAAAAAAAAAAACAhSjQAQAAAAAAAAAAABaiQAcAAAAAAAAAAABYiAIdAAAAAAAAAAAAYCEKdAAAAAAAAAAAAICFKNABAAAAAAAAAAAAFqJABwAAAAAAAAAAAFiIAh0AAAAAAAAAAABgIQp0AAAAAAAAAAAAgIUo0AEAAAAAAAAAAAAWokAHAAAAAAAAAAAAWIgCHQAAAAAAAAAAAGAhCnQAAAAAAAAAAACAhSjQAQAAAAAAAAAAABaiQAcAAAAAAAAAAABYiAIdAAAAAAAAAAAAYCEKdAAAAAAAAAAAAICFKNABAAAAAAAAAAAAFqJABwAAAAAAAAAAAFiIAh0AAAAAAAAAAABgIQp0AAAAAAAAAAAAgIUo0AEAAAAAAAAAAAAWokAHAAAAAAAAAAAAWIgCHQAAAAAAAAAAAGCh/wMm7DTY4FgNjwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(dpi = 300, figsize = (6, 3))\n", + "\n", + "plt.subplot(1, 2, 1)\n", + "for horizon_index, horizon in enumerate(horizons):\n", + " plt.plot([None], [None], color = \"C{}\".format(horizon_index), label = horizon_labels[horizon_index])\n", + " \n", + " for wait in (\"pre\", \"post\"):\n", + " linestyle = dict(post = \"-\", pre = \":\")[wait]\n", + " \n", + " df_plot = df[(df[\"horizon\"] == horizon) & (df[\"wait\"] == wait)].copy()\n", + " df_plot[\"share\"] *= 1e2\n", + " df_plot[\"driven_distance\"] *= 1e-3\n", + " \n", + " df_plot = df_plot.groupby(by = \"share\")[\"driven_distance\"].aggregate((\n", + " \"mean\", \"min\", \"max\", \"std\")).reset_index()\n", + " \n", + " plt.plot(df_plot[\"share\"], df_plot[\"mean\"], \n", + " color = \"C{}\".format(horizon_index),\n", + " linestyle = linestyle)\n", + " \n", + " #std_factor = 1.0\n", + " #plt.fill_between(df_plot[\"share\"], \n", + " # df_plot[\"mean\"] - df_plot[\"std\"] * std_factor, df_plot[\"mean\"] + df_plot[\"std\"] * std_factor, \n", + " # color = \"C{}\".format(horizon_index), alpha = 0.1, linewidth = 0)\n", + "\n", + "plt.xlabel(\"Prebooking share [%]\")\n", + "plt.ylabel(\"Drive distance [km]\")\n", + "plt.legend(loc = \"best\", title = \"Horizon\")\n", + " \n", + "plt.grid()\n", + "\n", + "plt.subplot(1, 2, 2)\n", + "for horizon_index, horizon in enumerate(horizons):\n", + " plt.plot([None], [None], color = \"C{}\".format(horizon_index), label = horizon_labels[horizon_index])\n", + " \n", + " for wait in (\"pre\", \"post\"):\n", + " linestyle = dict(post = \"-\", pre = \":\")[wait]\n", + " \n", + " df_plot = df[(df[\"horizon\"] == horizon) & (df[\"wait\"] == wait)].copy()\n", + " df_plot[\"share\"] *= 1e2\n", + " df_plot[\"empty_distance_share\"] *= 1e2\n", + " \n", + " df_plot = df_plot.groupby(by = \"share\")[\"empty_distance_share\"].aggregate((\n", + " \"mean\", \"min\", \"max\", \"std\")).reset_index()\n", + " \n", + " plt.plot(df_plot[\"share\"], df_plot[\"mean\"], \n", + " color = \"C{}\".format(horizon_index),\n", + " linestyle = linestyle)\n", + " \n", + "plt.xlabel(\"Prebooking share [%]\")\n", + "plt.ylabel(\"Empty distance share [%]\")\n", + "plt.legend(loc = \"best\", title = \"Horizon\")\n", + " \n", + "plt.grid()\n", + "\n", + "plt.tight_layout()\n", + "plt.savefig(\"{}/melun_distances.pdf\".format(figures_path))" + ] + }, + { + "cell_type": "markdown", + "id": "372b31d3", + "metadata": {}, + "source": [ + "## Vehicle range constraint" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "b28a6d35", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "7a4c664a1cf8468a8e4d4d6881162afb", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/771 [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(dpi = 300, figsize = (6, 3))\n", + "\n", + "constraint_values = sorted(df[\"constraint\"].unique())\n", + "constraint_labels = [\"{:d}\".format(int(c)) for c in constraint_values]\n", + "\n", + "for constraint_index, contraint_value in enumerate(constraint_values):\n", + " df_plot = df[(df[\"constraint\"] == contraint_value)].copy()\n", + " df_plot[\"share\"] *= 1e2\n", + " df_plot[\"rejection_rate\"] *= 1e2\n", + "\n", + " df_plot = df_plot.groupby(by = \"share\")[\"rejection_rate\"].aggregate((\n", + " \"mean\", \"min\", \"max\", \"std\")).reset_index()\n", + "\n", + " plt.plot(df_plot[\"share\"], df_plot[\"mean\"], \n", + " color = \"C{}\".format(constraint_index), label = constraint_labels[constraint_index])\n", + "\n", + "plt.xlabel(\"Prebooking share [%]\")\n", + "plt.ylabel(\"Rejection rate [%]\")\n", + "plt.legend(loc = \"best\", title = \"Vehicle range [km]\")\n", + " \n", + "plt.grid()\n", + "plt.tight_layout()\n", + "plt.savefig(\"{}/melun_range_rejections.pdf\".format(figures_path))" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "1ebe8c4d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(dpi = 300, figsize = (6, 3))\n", + "\n", + "share = 0.5\n", + "df_plot = df[(df[\"share\"] == share)].copy()\n", + "df_plot = df_plot.sort_values(\"constraint\")\n", + "\n", + "plt.plot([0, 500], [0, 500], \"--\", color = \"#cccccc\")\n", + "\n", + "df_plot = df_plot.groupby(\"constraint\")[[\"mean_distance\", \"min_distance\", \"max_distance\"]].mean().reset_index()\n", + "plt.plot(df_plot[\"constraint\"], df_plot[\"mean_distance\"] * 1e-3, label = \"Mean over vehicles\")\n", + "plt.plot(df_plot[\"constraint\"], df_plot[\"min_distance\"] * 1e-3, label = \"Minimum among vehicles\")\n", + "plt.plot(df_plot[\"constraint\"], df_plot[\"max_distance\"] * 1e-3, label = \"Maximum among vehicles\")\n", + "\n", + "plt.xlabel(\"Range constraint [km]\")\n", + "plt.ylabel(\"Daily vehicle distance [km]\")\n", + "plt.legend(loc = \"best\")\n", + " \n", + "plt.grid()\n", + "plt.tight_layout()\n", + "plt.savefig(\"{}/melun_range_distances.pdf\".format(figures_path))" + ] + }, + { + "cell_type": "markdown", + "id": "465173f3", + "metadata": {}, + "source": [ + "## Exclusivity constraint" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "aa704913", + "metadata": {}, + "outputs": [], + "source": [ + "def count_overlap(df_legs):\n", + " df_scope = df_legs[[\"personId\", \"prebooked\", \"pickupTime\", \"dropoffTime\", \"vehicleId\"]].copy()\n", + "\n", + " overlap_prebooked = 0\n", + " overlap_immediate = 0\n", + " \n", + " for k in range(len(df_scope)):\n", + " row = df_scope.iloc[k]\n", + "\n", + " df_other = df_scope[row[\"vehicleId\"] == df_scope[\"vehicleId\"]].copy()\n", + " has_overlap = False\n", + "\n", + " if len(df_other) > 0:\n", + " # Pickup is covered by other leg\n", + " f_pickup = (row[\"pickupTime\"] > df_other[\"pickupTime\"]) & (row[\"pickupTime\"] < df_other[\"dropoffTime\"])\n", + "\n", + " # Dropoff is covered by other leg\n", + " f_dropoff = (row[\"dropoffTime\"] > df_other[\"pickupTime\"]) & (row[\"dropoffTime\"] < df_other[\"dropoffTime\"])\n", + "\n", + " # Covering other pickup\n", + " f_cover_pickup = (df_other[\"pickupTime\"] > row[\"pickupTime\"]) & (df_other[\"pickupTime\"] < row[\"dropoffTime\"])\n", + "\n", + " # Covering other dropoff\n", + " f_cover_dropoff = (df_other[\"dropoffTime\"] > row[\"pickupTime\"]) & (df_other[\"dropoffTime\"] < row[\"dropoffTime\"])\n", + "\n", + " has_overlap = np.any(f_pickup | f_dropoff | f_cover_pickup | f_cover_dropoff)\n", + "\n", + " if has_overlap:\n", + " if row[\"prebooked\"]:\n", + " overlap_prebooked += 1\n", + " else:\n", + " overlap_immediate += 1\n", + " \n", + " return overlap_prebooked, overlap_immediate" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "f9ba5026", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a1905f1756a3427ba1aa1d779782675f", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/771 [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(dpi = 300, figsize = (6, 3))\n", + "\n", + "for exclusive in (False, True):\n", + " df_plot = df[(df[\"exclusive\"] == exclusive)].copy()\n", + " df_plot[\"share\"] *= 1e2\n", + " df_plot[\"rejection_rate\"] *= 1e2\n", + "\n", + " df_plot = df_plot.groupby(by = \"share\")[\"rejection_rate\"].aggregate((\n", + " \"mean\", \"min\", \"max\", \"std\")).reset_index()\n", + "\n", + " plt.plot(df_plot[\"share\"], df_plot[\"mean\"], \n", + " label = \"Exclusive\" if exclusive else \"Non-exclusive\")\n", + "\n", + "plt.xlabel(\"Prebooking share [%]\")\n", + "plt.ylabel(\"Rejection rate [%]\")\n", + "plt.legend(loc = \"best\")\n", + " \n", + "plt.grid()\n", + "plt.tight_layout()\n", + "plt.savefig(\"{}/melun_exclusivity_rejections.pdf\".format(figures_path))" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "f4632b61", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(dpi = 300, figsize = (6, 3))\n", + "\n", + "labels = { \"immediate\": \"Immediate requests\", \"prebooked\": \"Prebooked requests\"}\n", + "\n", + "for subject_index, subject in enumerate((\"immediate\", \"prebooked\")):\n", + " plt.subplot(1, 2, subject_index + 1)\n", + " \n", + " for exclusive in (False, True):\n", + " df_plot = df[(df[\"exclusive\"] == exclusive)].copy()\n", + " df_plot[\"share\"] *= 1e2\n", + " \n", + " slot = \"overlap_{}\".format(subject)\n", + "\n", + " df_plot = df_plot.groupby(by = \"share\")[slot].aggregate((\n", + " \"mean\", \"min\", \"max\", \"std\")).reset_index()\n", + "\n", + " plt.plot(df_plot[\"share\"], df_plot[\"mean\"], \n", + " label = \"Yes\" if exclusive else \"No\")\n", + "\n", + " plt.xlabel(\"Prebooking share [%]\")\n", + " plt.ylabel(\"Shared rides\")\n", + " plt.legend(loc = \"best\", title = \"Exclusive\")\n", + " plt.title(labels[subject], fontsize = 10)\n", + "\n", + " plt.grid()\n", + " \n", + "plt.tight_layout()\n", + "plt.savefig(\"{}/melun_exclusivity_sharing.pdf\".format(figures_path))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/src/main/resources/org/matsim/codeexamples/extensions/drt/melun/melun_drt_network.xml.gz b/src/main/resources/org/matsim/codeexamples/extensions/drt/melun/melun_drt_network.xml.gz new file mode 100644 index 00000000..bf15b296 Binary files /dev/null and b/src/main/resources/org/matsim/codeexamples/extensions/drt/melun/melun_drt_network.xml.gz differ diff --git a/src/main/resources/org/matsim/codeexamples/extensions/drt/melun/melun_drt_population.xml.gz b/src/main/resources/org/matsim/codeexamples/extensions/drt/melun/melun_drt_population.xml.gz new file mode 100644 index 00000000..eaa05a69 Binary files /dev/null and b/src/main/resources/org/matsim/codeexamples/extensions/drt/melun/melun_drt_population.xml.gz differ diff --git a/src/test/java/org/matsim/codeexamples/extensions/drt/RunMelunPrebookingTest.java b/src/test/java/org/matsim/codeexamples/extensions/drt/RunMelunPrebookingTest.java new file mode 100644 index 00000000..54008840 --- /dev/null +++ b/src/test/java/org/matsim/codeexamples/extensions/drt/RunMelunPrebookingTest.java @@ -0,0 +1,24 @@ +package org.matsim.codeexamples.extensions.drt; + +import java.io.File; + +import org.junit.Rule; +import org.junit.Test; +import org.matsim.testcases.MatsimTestUtils; + +public class RunMelunPrebookingTest { + @Rule + public MatsimTestUtils utils = new MatsimTestUtils(); + + @Test + public void runExample() { + RunMelunPrebooking.RunSettings settings = new RunMelunPrebooking.RunSettings(); + + settings.prebookingShare = 0.5; + settings.submissionSlack = 3600.0; + settings.enableExclusivity = true; + + RunMelunPrebooking.runSingle(new File(RunMelunPrebooking.DEFAULT_POPULATION_PATH), + new File(RunMelunPrebooking.DEFAULT_NETWORK_PATH), new File(utils.getOutputDirectory()), settings); + } +}